标签归档 上海后花园2021

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China Consumers Association released the "May 1" consumer rights analysis report.

  CCTV News:According to the website of China Consumers Association, on May 11th, China Consumers Association released the "May 1st" public opinion analysis report on consumer rights protection. The report pointed out that during the "May 1" period, the general price of accommodation hotels rose, and the public opinion of hotel accommodation was relatively concentrated. There were relatively many phenomena of breach of contract and breach of contract, such as booking a hotel without staying, ordering a hotel on the online platform and asking tourists to "make up the difference". The full text is as follows:

  "The most prosperous May Day and the hottest Golden Week in history" came to a successful conclusion in the "blowout" release of tourism travel and consumption enthusiasm with strong recovery, and a number of data of "hitting the historical peak of May Day" released an encouraging signal that China’s endogenous consumption power continued to strengthen and show remarkable results.

  According to the data of the data center of the Ministry of Culture and Tourism, during the "May 1" period this year, the total number of domestic tourism trips nationwide was 274 million, up 70.83% year-on-year, and it recovered to 119.09% in the same period of 2019 according to comparable caliber; The domestic tourism revenue reached 148.056 billion yuan, up 128.90% year-on-year, and recovered to 100.66% in the same period of 2019 according to comparable caliber. At the same time, the radius of tourists’ travel and the radius of destination recreation have increased, and the popularity of cross-city and inter-provincial travel over 300 kilometers has increased significantly.

  The business big data monitoring of the Ministry of Commerce shows that this year’s "May 1" holiday consumption transcripts are bright, the sales of key retail and catering enterprises nationwide increased by 18.9% year-on-year, the consumption enthusiasm of residents was high, and the consumer market grew rapidly. Sales of seasonal, quality and upgraded goods are booming, consumption of featured, diversified and experiential services is widely favored, and innovative, intelligent and convenient new consumption is booming.

  The booming holiday consumer market has also brought severe tests to relevant business entities. The high concentration of hot spots and slots has become the biggest feature of this year’s "May 1" consumer public opinion.

  In order to further understand the real feedback of consumers during the May 1 ST period, focus on the hot spots of small holiday consumption, and effectively play the role of social supervision, the China Consumers Association used the Internet public opinion monitoring system to conduct a survey on April 29, 2023 — On May 4th, we conducted a public opinion analysis of online big data about consumer rights protection.

  The monitoring found that this year’s "May 1" holiday consumption "spit" information mainly concentrated in four aspects: scenic tourism, hotel accommodation, transportation, catering and shopping, which was generally consistent with the main holiday consumption scenarios. Contact consumption and physical consumption were the hot spots for consumers to spit.

    First, the basic situation of consumer rights public opinion

  During the six-day monitoring period from April 29th to May 4th, a total of 23,932,226 pieces of "consumer rights protection" information related to May 1st were collected, with an average daily amount of about 3.98 million pieces. During the monitoring period, the daily number of related public opinions was relatively balanced, with 4,295,441 on May 1st.

Figure 1 "Consumer Rights Protection" Daily Information Map

  In terms of information dissemination channels, the information dissemination channels of "consumer rights protection" during the May 1 ST period mainly include clients, Weibo, videos, websites, WeChat, interactive forums and digital newspapers. Among them, the client has the highest information content, accounting for 38.45%; Followed by Weibo, the information content accounted for 28.99%; The third is video, with information accounting for 19.34%.

  Figure 2 Distribution map of information amount and proportion of "consumer rights protection" channels

    Two, the "May 1st" consumer rights information focus areas and typical cases

During the monitoring period, a total of 7077736 pieces of information about "tucao" and "consumer rights protection" were monitored through the public opinion monitoring system, accounting for 29.57% of the total information about "consumer rights protection". (See Figure 3)

  This kind of information reflects consumers’ negative evaluation of the goods and services they accept, and has the "sensitive" attribute of causing negative public opinion on consumer rights protection, but at the same time it also reflects its constructiveness in improving consumer satisfaction. This report summarizes it as "consumer rights protection" negative sensitive information and focuses on analysis.

  Figure 3 "Tucao" Consumer Rights Protection Information Proportion Chart

  The monitoring found that the negative consumption information during the "May Day" promotion activities this year was mainly concentrated in scenic spots, hotel accommodation, transportation, catering and shopping.

  (A) scenic tourism

  During the monitoring period, a total of 3,056,999 pieces of negative information about "scenic spot tourism" were collected, with an average daily information of 509,500 pieces, and the amount of public opinion information showed a trend of increasing first and then decreasing, with the highest number of 845,836 pieces on May 2.

  Fig. 4 Daily trend chart of negative information about tourism in scenic spots.

  Example 1: The man drowned while playing on the pontoon bridge, and the resort has been closed for rectification.

  @ Cover News: [# Official response: Man drowned while playing on the floating bridge #: The resort has been closed for rectification] Recently, it was reported that a man fell into the water and died while playing on the floating bridge in Shuiyuntian, Houba Town, Kaizhou District, Chongqing. On May 2, a staff member of Houba Town Government in Chongqing confirmed that there was a case of a man who drowned after playing water sports in Shuiyuntian Resort. After the incident, the resort has been closed for rectification. For netizens questioning whether the safety measures of the water project are not in place, a staff member of the Cultural Tourism Committee of Kaizhou District of Chongqing said that Shuiyuntian Resort is not a tourist attraction at present, and relevant departments are investigating and verifying it.

  Example 2: Fences are built along Hukou Waterfall, and tourists can only spend money if they are dissatisfied with the view.

  Global Network Source: Beijing Youth Daily Title: Preventing tourists from peeping? Hukou Waterfall was exposed to build a fence along the way, and the official response.

  Recently, a number of netizens posted videos on social platforms, saying that some sections along the Hukou Waterfall were completely blocked by the wall, and they could only hear the sound and could not see the scenic spots, questioning that "it is necessary to spend money to see Hukou Waterfall, and it can only be blocked by the wall without spending money". This netizen expressed dissatisfaction, pointing out that at the peak of May Day travel, as a natural gift, the landscape of Hukou Waterfall on the Yellow River must be paid for along the way. Is this reasonable?

  As for the above-mentioned netizens, the staff of the Cultural Tourism Bureau of Yichuan County, Yan ‘an City, Shaanxi Province said that the wall was built on the roadside inside the scenic spot for many years. The Hukou Waterfall Scenic Area Administration of the Yellow River in Yichuan County, Shaanxi Province issued a statement saying that the move was to avoid falling rocks and hurting tourists. In addition, the reporter learned from the staff of Shanxi Linfen Cultural Tourism Bureau that the Hukou Waterfall Scenic Area is undergoing internal expansion. For safety reasons, a wall was built on the periphery of some sections, not to prevent tourists from peeking at the scenery.

  (2) Hotel accommodation

  During the monitoring period, a total of 1,119,199 pieces of negative information about "hotel accommodation" were collected, with an average of 186,533 pieces per day, and the distribution of information showed a relatively gentle trend of first increasing and then decreasing. On April 30, the highest amount of public opinion information was 217,770 pieces.

  Figure 5 Daily trend chart of negative information about hotel accommodation.

  During the "May 1" period, the general price of accommodation hotels rose, and the public opinion of hotel accommodation was relatively concentrated. There were relatively many phenomena of breach of contract and breach of contract, such as booking a hotel without staying, ordering a hotel on the online platform and asking tourists to "make up the difference". The market supervision departments in many places intervened in the investigation and made penalties in time, and there were many media reports and public opinion discussions.

  Fig. 6 nephogram of negative information words about hotel accommodation

  Example 1: Emei Mountain Hotel requires "making up the difference", and the regulatory authorities have filed a case.

  Today’s headline @ 中中中中 Title: Get up! A hotel in Emei Mountain asked tourists to "make up the difference" and was put on file for investigation.

  At 19: 50 on April 29th, the service management office of Emei Mountain Scenic Area received a complaint from 12345 tourists: a hotel located in Scenic Area Road, Huangwan Town, Emei Mountain City had a dispute with tourists. After receiving the complaint, the staff of the management office of Emei Mountain Scenic Area rushed to the hotel to understand the situation and coordinate the handling. It is understood that on April 6, tourist A placed an order for the hotel on an online platform, staying for 2 nights from April 29 to May 1, and paid all the room rates on the online platform. At about 19: 30 on April 29, when tourist A and fellow tourist B arrived at the hotel and asked to stay, the person in charge of the hotel said that the current amount paid by tourists is only enough for one night, and the second night’s accommodation needs to be "compensated" offline. After the negotiation failed, tourist A called 12345 to make a complaint. At 21 o’clock that night, the staff of the management office of the scenic spot to serve the country coordinated two tourists (free of charge) to stay in the new hotel. On the morning of April 30th, Emei Mountain Scenic Area and Emei Mountain Market Supervision Bureau went to the illegal hotel to conduct investigation and verification. At present, the Emei Mountain Market Supervision Bureau has filed an investigation on the hotel.

  Example 2: The landlord of Qingdao B&B broke the contract and failed to stay in the house, and the regulatory authorities punished him according to law.

  @ China Live: [Anger! The family spent 9600 online to book Qingdao B&B, but they couldn’t contact the landlord when they arrived, and almost slept on the street! The landlord replied: I didn’t answer the phone because there was no room] April 30, Qingdao, Shandong. Mr. Zhu’s family and friends booked a villa B&B for two days in Qingdao Golden Beach Mediterranean during the May Day holiday on the platform 10 days ago, and paid 9600 yuan. I contacted the landlord one and a half hours before I arrived at my destination that day, but I found that I couldn’t contact anyone. Then I arrived at the designated place and still couldn’t find anyone. Mr. Zhu said that his five families spent almost a day because of this incident, so they had no choice but to temporarily re-book an apartment. In the evening, I contacted the landlord, but the other party told me that the room was full and there was no way. At present, the platform responded that the list of apartments can be exempted by making a one-to-one payment. On May 1st, Qingdao West Coast New District Market Supervision Administration reported this matter:

  Example 3: The hotel misled consumers to cancel the reservation and was punished for selling at a higher price.

  A little information @ The Paper Title: A hotel in Zhejiang was fined for misleading consumers to cancel the reservation and sell it at a higher price for false reasons.

  On April 30, Zhejiang Market Supervision Bureau announced a batch of "Enjoy Holidays"? Consumer violations seized in the "Consumer Escort" operation. Among them, a hotel in Dongyang City misled consumers to cancel the reservation and sell it at a higher price for false reasons, and was fined 11,300 yuan.

  The Paper was informed that the Dongyang Municipal Market Supervision Bureau recently inspected a hotel management company based on the report, and found that the parties lied that there was no room and misled consumers to cancel the reservation of five rooms for false reasons. After the consumer canceled the order, at the same time, the hotel sold the above five rooms on the platform at a higher price. By the time of the incident, the accumulated illegal business amount was 5,219.2 yuan and the illegal income was 1,335.76 yuan. The bureau imposed administrative penalties according to law.

  (3) Transportation

  During the monitoring period, a total of 1,082,554 pieces of negative information about "traffic trips" were collected, with an average daily amount of 180,426 pieces. Among them, April 29th has the largest amount of information, with 255,102 items. After that, the amount of public opinion information showed a downward trend.

  The public opinion information of traffic and travel mainly focuses on three aspects: First, discussions on issues such as "congestion" and "difficulty in parking" in different scenes are concentrated, and netizens widely vomit; Second, the general experience of new energy owners in high-speed congestion scenes is poor, which has become a hot topic of discussion; Third, the temporary fare increase of the network car and taxi caused more onlookers.

  Fig. 7 Daily trend chart of negative information about traffic trip.

  Example 1: New energy vehicles have poor high-speed running experience, and there are many battery life charging slots.

  Today’s headline @ * * Listen to me: the new energy tram is really not suitable for running at high speed, and the experience is really bad! I checked the navigation before leaving, and it is about 380 kilometers away from the destination. It is expected to arrive in about 4 hours. Fully charge the car before departure, and the battery life is about 530 kilometers, which is enough to run to the destination. Facts have proved that once the speed of trams exceeds 100 kilometers per hour, the battery life will be greatly discounted. It never rains but it pours. I ran halfway, but I got caught in a traffic jam again. At last, my battery life was less than 150 kilometers, and my heart began to panic. In the second half, the speed began to be pressed to 80 kilometers per hour, and the oil truck in the next lane roared to overtake. At this moment, I really envy it! I finally got to the service area and quickly found the charging pile. As a result, I found that all of them were lined up for charging. I saw the oil truck filled up in less than ten minutes and set off. I had been in line for half an hour, and it was not my turn. The charging pile in the service area is expensive, which is equivalent to almost one yuan per hour, which is not much cheaper than refueling. Plus the time delayed in queuing and charging, it is really not cost-effective, and the experience is too bad!

  Example 2: The parking space outside the scenic spot is too tight, and the car drives into the wheat field.

  Tik Tok @ Xiong ‘an Toutiaojun Abstract: # Outside a scenic spot in Henan, many cars drove directly into the farmland covered with wheat because of the shortage of parking spaces.

  Example 3: The driver of the online car refused to carry the fare increase, and the relevant departments investigated and notified.

  Pacific Hotline Network Source: World Wide Web Title: Jinghong: Notice on the investigation and handling of the incident of "the driver of the network car failed to increase the price and refused to load"

  The Transportation Bureau of Jinghong City, Yunnan Province conducted an investigation into the recent online transmission of "the driver of the network car failed to increase the price and refused to load". After investigation, Zhao Moumou, the driver involved, took an illegal order from Huamou Company on the aggregation platform on the evening of April 29, 2023 without obtaining the qualification of "double certificate", and refused to carry it after a temporary fare increase and passenger dispute; Hua Moumou Company has not obtained the "Network Appointment Taxi Business License", and there is an act of illegally engaging in online car business activities. For the illegal acts of the above-mentioned drivers and network platform companies, the bureau made a penalty decision of imposing a fine of 30,000 yuan respectively.

  At the same time, the comprehensive administrative law enforcement department of Jinghong City informed the above-mentioned typical cases of illegal operation to the city’s transportation service enterprises and employees, demanding that the network car platform with business license be obtained within the city, and the car and driver should be banned indefinitely.

  (4) Catering and shopping

  During the monitoring period, a total of 995,978 negative information related to catering and shopping were collected, with an average daily information of 165,996, and the amount of public opinion information fluctuated, reaching a peak of 196,149 on May 3.

  Fig. 8 Daily trend chart of negative information about catering and shopping.

  During the monitoring period, the public opinion of catering and shopping is mainly related to the cheating behavior of retailers and restaurants, such as overcharging and not charging according to the marked price.

  Example 1: The food festival met the "Dendrobium candidum assassin", and the relevant departments investigated and verified it.

  Today’s headline @ Green Hornet Title: A tourist in Sanya, Hainan met with the response of the local cultural tourism bureau of "Dendrobium candidum assassin" at the food festival.

  On April 29th, a netizen in Hainan sent a video saying that he had been hit by an "assassin of Dendrobium candidum". After purchasing the goods, he was beaten into powder by a merchant and asked for 2,100 yuan. After calling the police, he finally got a refund of 2,000 yuan. After searching, the Green Hornet found that it is not uncommon to see similar "Dendrobium candidum assassins", and the background board behind the merchants in the video shows "2023 Guyun Yazhou Country Food Festival". Why does Dendrobium candidum appear in the food festival? The relevant staff of the Cultural Tourism Bureau of Yazhou District, Sanya City said that they have paid attention to the relevant situation and will cooperate with relevant departments to conduct investigation and verification.

  Example 2: Mutton offal is priced in 40 yuan and settled in 80 yuan, and the merchant calls the menu "expired".

  Today’s Headline @ Jiupai News Headline: The woman said that the price of 40 yuan’s food was received by 80 yuan at the checkout. Party: Other dishes also charged more. Merchant: The price on the menu was several years ago.

  According to Bailu video report, on May 2, after Ms. Yang ordered food from the menu posted on the wall in a restaurant in Zhoukou, Henan Province, the casserole and mutton offal priced in 40 yuan at the time of checkout was asked by the boss to pay 80 yuan, and other vegetable prices were also higher than those on the menu.

  The merchant responded that the mutton offal used to be a casserole, but now it has been replaced by a bigger electric cooker. The price on the menu has not been changed before, and the customer did not ask in advance, so he did not inform.

    Third, analysis: Three aspects of short supply caused "high hot spot" public opinion

  A comprehensive analysis of the above-mentioned problems and typical cases of consumers’ "spitting" during the May Day holiday this year shows that the public opinion slots in different dimensions are closely related to "travel". Consumers’ enthusiasm for going out of their homes encounters short-term holiday consumption supply in multiple scenarios, which has become an important factor affecting holiday consumption experience and triggering "hot spots" public opinion.

    First, the short supply of security for holiday travel consumption.

The huge "disk" of social mobility during the May Day holiday calls for a higher level of public security. Strong consumption power, the flow of hundreds of millions of people, the obvious growth of long-distance travel, and the diversity of travel methods all put forward higher requirements for transportation, food, accommodation, fire protection and personal travel. To strengthen the safety reception capacity and safety service level of relevant parties, we must strictly implement the relevant requirements of the state for safety production and operation, achieve no dead ends and full coverage, earnestly strengthen safety awareness, compact regulatory responsibilities, and eliminate potential safety hazards.

  Therefore, no matter whether the pontoon bridge drowned is a tourist attraction or a holiday resort, it shows that there is still a short supply of security in the diversified consumption scene of holiday travel; Regardless of whether the damage to consumers’ life safety is an accidental case, the relevant subjects should be reminded to reflect on whether there are still dead ends and luck in finding hidden dangers in business premises and finding facilities and equipment problems.

    The second is the short board of humanization and thoroughness of tourism service supply.

  The supply level of public services related to tourism travel is an important factor that affects the consumption experience. It can not only consider the hard strength and "soft environment" of the product format, supply mode and management service of the scenic spot itself, but also test the quality level and progress efficiency of the upgrading of the supporting public service supply system for tourism travel from "whether there is" to "whether it is good". It not only needs to strengthen scientific investment in the hardware construction of transportation and surrounding facilities, but also needs to improve the accuracy of emergency supply and reserve such as advance prediction, timely locking and dynamic response. Only by vigorously and comprehensively improving the convenience, comfort and satisfaction of tourists can we polish the service brand of scenic spots and accumulate the reputation of local governance and industry management.

  Therefore, in addition to "safety considerations", the enclosure along Hukou Waterfall should also consider whether it will affect the overall effect of the natural landscape and the tourists’ impressions along the way. Is this in line with the service concept of thinking what tourists think and being anxious about what tourists are anxious about? Compared with this, is there any more humane, careful and flexible safeguard measure to ensure the safety of tourists and present the natural beauty perfectly? Similarly, the mileage anxiety of new energy vehicles caused by insufficient charging piles and road congestion on expressways not only exposes the shortcomings of expressway services that need to be solved urgently during the holiday season, but also reminds all parties concerned to pay full attention to the interactive relationship between consumer travel experience and the healthy development of the new energy vehicle industry.

    The third is the shortcomings of honesty, law-abiding and compliance management of commercial business entities.

  Rules-abiding and commitment-emphasizing trading behavior is the basic guarantee for optimizing consumption experience, improving consumption satisfaction, enhancing consumer confidence and smoothing economic cycle. Faced with the huge business opportunities brought by the strong recovery and centralized release of consumer demand, operators should not only have the business wisdom and exhibition ability to organize the operation and supply guarantee and flexibly adjust the sales methods, but also have a consistent respect for laws and regulations, a correct understanding of the image of short-term profits and long-term goodwill, and maintain their strength.

  On the eve of the May Day holiday, China Consumers Association made comments and reminders on the price increase, default, compulsory and short-term trends in some regions and industries, and gave public suggestions. According to the general situation of public opinion monitoring, brand merchants and large-scale entities in most areas can repay consumers’ trust and favor with high service level and quality and relatively reasonable prices of goods and services from the perspective of maintaining corporate image and long-term development. However, there are still a few service entities in some areas and some industries who violate contracts, raise prices, force sales and lack credibility, which hurts consumers’ feelings and confidence to some extent and affects the image of regions and industries.

    Iv. Suggestions on responding to public opinion on consumer rights protection during the May Day period:

  In view of the shortcomings and problems exposed in the above three aspects, China Consumers Association puts forward the following suggestions to relevant subjects:

  (1) It is suggested that the relevant administrative departments take the initiative to strengthen all-round and multi-scenario intervention and control, increase the investigation and punishment of illegal acts such as price gouging, malicious breach of contract and compulsory consumption, compact the main responsibility and increase the illegal cost. Relevant operators who ignore the red line and challenge the bottom line shall be punished according to law and publicly exposed.

  (2) It is suggested that relevant units should fully consider the characteristics of holiday consumption peaks, actively and carefully make plans, and improve the mechanism guarantee and measures guarantee for operational services. Strengthen safety inspection and guidance for industries related to the safety of consumers’ lives and property, tighten safety valves from the source, and prevent and resolve major safety risks; In view of the short-term instantaneous "pressure" of supporting public service supply and hot tourism products and services, we will formulate a perfect and thorough emergency response and guidance control plan.

  (3) It is suggested that relevant parties should make scientific overall plans and make timely judgments, and take measures such as flexibly adding fast charging facilities to optimize the supply of supporting services for new energy vehicles. Combining the emergency plan design of traffic trip with the innovative data mining application and scientific research results, the plan design should be quick and early, and the subsequent supporting measures should be practical and detailed. While accurately grasping the dynamic real-time data, the data information should be shared and linked with relevant industries and departments in time, thus reducing traffic congestion, realizing effective diversion and improving the consumption experience of holiday travel.

  (4) It is suggested that relevant responsible subjects establish holiday public opinion accounts to clarify the "real accounts" of public opinion. Fully explore and identify the fundamental problems behind the expression of public opinion and emotional release, and realize the guidance and repair of consumer emotions through active intervention and control in advance, resolution in the event, and summary and improvement afterwards.

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The most cost-effective FAW-Volkswagen has conquered me.

The fuel consumption or endurance performance of a car is related to the later car cost, and many netizens pay attention to its performance. So whether this car is a mule or a horse, let’s take a look at its actual performance.

First of all, from the appearance, the front face of Magotan looks very beautiful, equipped with an inverted trapezoidal grille, which is very recognizable. Then the simple and generous headlight design is adopted, and the design is more personalized. The car is equipped with LED daytime running lights, front fog lights, automatic opening and closing, delayed closing and so on. Coming to the side of the car body, the size of the car body is 4866MM*1832MM*1479MM, and the car adopts angular lines, which gives people a very clean and refreshing feeling. With large-sized thick-walled tires, the shape is eye-catching. In the design of the rear end, the rear end looks very fashionable and simple, and the taillights are very simple. Coupled with the unique exhaust pipe, the sense of neatness is vivid.

Sitting in the car, the interior design is more domineering and stylish, which is very fashionable and dynamic. The steering wheel of the car is very in line with the interior style, and it is made of genuine leather, giving people a bright feeling. From the central control point of view, the central control screen with 9.2-inch touch-sensitive LCD makes the interior style impressive, and the overall design of the central control is very good. The dashboard and seats are equally eye-catching, and the dashboard design is remarkable, highlighting the trendy temperament. The car adopts imitation leather seats, which are spacious and thick, with exquisite materials and comfortable ride.

Magotan is matched with a wet dual clutch (DCT) gearbox, with an acceleration time of 8.9s seconds per 100 kilometers, which has good power performance and is completely OK for daily use.

The car is equipped with driving mode selection, remote control key, interior atmosphere light, engine start and stop, traction control (ASR/TCS, etc.) and other configurations, which greatly improves the convenience of using the car.

OK! Next, let’s sum up. This class of cars can often give consideration to both cost performance and practicality, and is often considered by most consumers as the first choice when buying a car.

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Regarding the loan financing of small and micro enterprises, the authoritative response.

On April 10th, the State Council Press Office held a routine briefing on the State Council policy. Relevant persons in charge of the National Development and Reform Commission, the People’s Bank of China and the General Administration of Financial Supervision introduced the implementation plan of coordinating the construction of financing credit service platform to improve the financing convenience level of small and medium-sized enterprises, and answered questions from reporters. Let’s look at it together-

A quick look at the conference:

Up to now, the national financing credit service platform has provided more than 276 million inquiry services to relevant financial institutions, with an average weekly visit of over one million.

Strengthen the "master hub" function of credit information collection and sharing of the national credit information sharing platform, collect all kinds of credit information in a unified way, and serve as the "only outlet" for providing public credit information services to financial institutions.

According to local conditions, we will carry out pilot projects of special products of "Credit Easy Loan" and support financial institutions to launch financial products and services in sub-sectors.

Strive to achieve the growth rate of inclusive small and micro enterprise loans not less than the growth rate of various loans.

Increase the first loan and renewal loan, and increase corporate loans for small and micro enterprises.

Further improve the financing convenience of small and medium-sized enterprises without credit records.

The basic idea of "implementation plan"

The "Implementation Plan" insists on building a inclusive finance service system based on credit information, and promotes the provision of high-quality financial services for small and medium-sized enterprises in accordance with the basic idea of "four enhancements".

National Development and Reform Commission:

The first is to strengthen platform optimization and integration. Strengthen the "master hub" function of the national credit information sharing platform, and regard the national integrated financing credit service platform network as the "only export" to provide public credit information services to financial institutions. Integrate local financing credit service platforms with repetitive functions or inefficient operation. In principle, only one provincial platform is reserved in a province, and no more than one platform is set up at the municipal and county levels. All local platforms are integrated into the national integrated platform network, and inventory management is implemented to reduce redundant construction and idle waste of resources.

The second is to strengthen information collection and sharing. Further expand the scope of credit information collection and sharing, and include 17 categories and 37 items of credit information such as key personnel information, various qualification information and import and export information. Efforts will be made to increase the sharing of "total to total" at the national level and strengthen the collaborative governance of data quality.

The third is to strengthen data development and utilization. Financing credit service platforms at all levels provide basic information services to financial institutions in accordance with the principle of public welfare. Establish a joint laboratory for credit information collection and processing, strengthen the development and application of sensitive data by means of "data does not leave the domain", and combine the characteristics of local industries to launch characteristic financial products and services. Promote the policy of financial convenience and benefiting enterprises to reach the business entities directly through the financing credit service platform.

The fourth is to strengthen network security. Improve the management norms and standard system of financing credit service platform, improve the ability of security risk monitoring and early warning, and effectively guarantee data security.

National financing credit service platform

The national financing credit service platform mainly has four functions.

National Development and Reform Commission:

This platform has four major functions:

The first is credit information inquiry. At present, this platform has collected more than 78 billion pieces of credit information, providing information inquiry services to financial institutions in accordance with the principle of public welfare, and alleviating the problem of information asymmetry between banks and enterprises. Up to now, the national platform has provided inquiry services to relevant financial institutions for more than 276 million times, with an average weekly visit of over one million. Now this platform has collected 37 items of credit information in 17 categories of business entities.

The second is the docking of financing needs. Intelligently match the financing needs of business entities and financial products provided by banking institutions, and realize the full coverage of national financing supply and demand docking services. There are 22 financing service products on the "Financial Supermarket" column, which can be selected by business entities independently.

Third, the policy of benefiting enterprises is direct. Centralized display of various financial support policies for enterprises, and online application for the first batch of 35 local policies for enterprises was realized. The financial policies of Hui enterprises scattered in various government departments can be inquired on this platform, and business entities can find suitable or qualified applications.

The fourth is financing credit enhancement service. Introduce financing guarantee institutions and risk sharing fund pools, and the first batch of 20 local credit enhancement and risk mitigation services will be handled in a "one-stop" manner.

At present, relying on the national integrated financing credit service platform network, we have cultivated and formed a new model of inclusive financing based on credit information, created a comprehensive service system for whole-process financing, and provided convenient financing channels for small and medium-sized enterprises, especially private enterprises.

Strengthen the "master hub" function of credit information collection and sharing of the national credit information sharing platform.

National Development and Reform Commission:

The National Development and Reform Commission will focus on implementing relevant requirements from three aspects.

First, clear channels. Strengthen the "master hub" function of credit information collection and sharing of the national credit information sharing platform, collect all kinds of credit information in a unified way, and use it as the "only export" to provide public credit information services to financial institutions in a centralized way, with the aim of realizing centralized and efficient utilization of government data resources and making it easier and faster for business entities and financial institutions to obtain data.

Second, integration is in place. Merge and integrate local financing credit service platforms with repetitive functions or inefficient operation in various places, implement list management, effectively reduce the burden on business entities and banking institutions, and improve the quality and efficiency of financial services. This platform optimization and integration is not a conceptual and logical integration, but a substantive integration. First, the subject is unique, and the symbol of the completion of integration is the unique name and the only operating subject, and the so-called "interconnection", "unified export" and "unified standard" should not be used instead of integration; The second is the transfer of assets, and all kinds of assets of the integrated platform should be classified as reserved platforms; The third is data transfer, in which the information and financing effectiveness data collected by the integration platform should be transferred to the retention platform as a whole; The fourth is to clarify the responsibility. The leading departments of social credit system construction at all levels should be responsible for coordinating the integration of platforms in the region under the unified leadership of local party committees and governments.

Third, strengthen supervision. The "Implementation Plan" clearly requires all localities to complete the platform integration work before the end of December this year. It can be said that time is tight and tasks are heavy. All localities should work hard to formulate work plans and speed up implementation.

How can the financing credit service platform use advanced technology to deepen the development and utilization of credit data and improve the intelligent level of financing services for small and medium-sized enterprises?

National Development and Reform Commission:

The relevant work will be actively promoted from three aspects.

One is joint processing. The "Implementation Plan" proposes to support the financing credit service platform and financial institutions to establish a joint laboratory for credit information collection and processing. The purpose of the laboratory is to create a relatively independent and secure data environment, and to strengthen the development and application of sensitive data under the premise of ensuring data security by means of privacy computing, so as to realize "the original data does not leave the domain" and "the data is available and invisible", which provides a basis for model training and product innovation of financial institutions.

The second is the characteristic pilot. The "Implementation Plan" proposes to carry out a special pilot project of "Credit Easy Loan" according to local conditions and support financial institutions to launch financial products and services in sub-sectors. The purpose of the pilot is to fully integrate the characteristic information held by the main enterprises in the industrial chain, centralized trading places and industrial clusters with public credit information, and support financial institutions to provide more accurate financing services to characteristic industries. In the next step, we will select qualified and willing local and financial institutions to continue to expand the scope of the pilot, and develop exclusive financial products and services for market demand in combination with local characteristic industries and advantageous projects.

The third is accurate push. At present, the state and local governments have introduced many policies to benefit the people and enterprises, but the publicity and application of the policies are scattered in different departments, and the business entities sometimes don’t know whether they have the conditions to apply, who to find and how to apply. In the next step, we will guide local governments to use the platform to summarize various policies that benefit the convenience of enterprises within their jurisdiction, and accurately push relevant policies to qualified business entities through the processing and analysis of enterprise-related information, so as to promote online application and direct enjoyment of policies.

The fourth is steady opening up. Credit service institutions are an important force to participate in the construction of social credit system and to develop and utilize credit information in a market-oriented way. On the premise of ensuring information security, we will study and formulate the conditions and standards for the authorized operation of the credit information platform, steadily open data to various credit service institutions including credit reporting institutions according to laws and regulations, give full play to the professional advantages of credit service institutions, and promote the in-depth development and utilization of credit information in accordance with the principles of marketization and rule of law to better meet diversified financing needs.

Financing of small and medium-sized enterprises

Three aspects to promote the financing of small and micro enterprises

General Administration of Financial Supervision:

The General Administration of Financial Supervision will focus on the following aspects to better promote the financing of small and micro enterprises:

First, banks are required to ensure quantity, price stability and excellent structure. The guarantee is to maintain the support of inclusive credit, and strive to achieve the growth rate of inclusive small and micro enterprise loans not less than the growth rate of various loans. Stabilizing prices means stabilizing credit prices and guiding banks to reasonably determine the loan interest rate of inclusive small and micro enterprises. Banks are required to strictly regulate cooperation with third-party institutions to promote the steady decline of comprehensive social financing costs. The optimal structure is to optimize the credit structure, increase the first loan and renewal loan, and increase the corporate loans of small and micro enterprises. At the same time, we will implement the requirements of the CPC Central Committee on developing new quality productive forces, give prominence to supporting scientific and technological innovation, specialization, innovation and green and low-carbon development, and increase medium-and long-term loan support for small and micro enterprises in equipment renewal, technological transformation and project research and development. In addition to credit support, we also encourage banks to build a "credit+"service model to provide comprehensive financial services such as settlement, financial consultation and exchange rate hedging for small and micro enterprises to better meet the diversified financial needs of small and micro enterprises.

The second is to optimize the three regulatory systems. We will revise the supervision and evaluation system of financial services for small and micro enterprises in commercial banks, further improve the evaluation index system, enrich the evaluation dimensions, highlight the evaluation of service effects, and improve the supervision and coordination mechanism. Revise the loan risk classification method for small and micro enterprises, and improve the differentiated classification standards according to the loan characteristics of small and micro enterprises. Optimize the due diligence exemption system for credit granting to small and micro enterprises, further refine the identification standard of due diligence exemption, further improve the combination of due diligence exemption and bad tolerance system, and better protect the enthusiasm of due diligence credit personnel.

The third is to improve the good environment for banks to serve small and micro enterprises. We will continue to cooperate with the National Development and Reform Commission, the People’s Bank of China, the State Administration of Taxation and other departments to deepen the sharing of credit information related to enterprises, continue to expand the scope and depth of information sharing, optimize information sharing methods, and better solve the problem of information asymmetry between banks and enterprises. We will also cooperate with the Ministry of Finance and the State Administration of Taxation to implement policies such as exempting interest income from value-added tax for loans of small and micro enterprises and individual industrial and commercial households. Build a good service environment and effectively transform the financial resources instigated by policy dividends into the development momentum of small and micro enterprises.

Further expand the registration scope of the unified registration and publicity system for movable property financing

People’s Bank of China:

By the end of March 2024, the unified registration and publicity system for movable property financing had handled a total of 34.455 million registrations of movable property and rights guarantee, providing 210 million inquiries; The accounts receivable financing service platform has contributed to a total of 512,000 financings. It should be said that it has achieved remarkable results in supporting movable property financing and supply chain finance.

In the next step, the People’s Bank of China will thoroughly implement the spirit of the Central Economic Work Conference and the Central Financial Work Conference, practice the concept of "credit for the people" and continuously improve the functions and services of the database. First, comprehensively collect financial credit information in accordance with the law, deepen the development and application of credit information, further improve the quality and efficiency of services, and support financial institutions to establish and improve long-term mechanisms that dare to lend, are willing to lend, can lend and will lend. The second is to study and promote the sharing and application of payment capital flow information of small and medium-sized enterprises, form a service pattern complementary to credit information, and further enhance the financing convenience of small and medium-sized enterprises without credit records. The third is to further expand the registration scope of the unified registration and publicity system for movable property financing, increase the popularization and application of the accounts receivable financing service platform, and help small and medium-sized enterprises to obtain financing by using movable property.

Encourage banks to optimize credit evaluation models and increase credit loans in small and micro enterprise loans.

General Administration of Financial Supervision:

The General Administration of Financial Supervision will actively cooperate with the National Development and Reform Commission and other departments to deepen the sharing of credit information, guide banking institutions to make good use of credit information in accordance with laws and regulations, and improve the efficiency of sharing applications.

One is to participate in the construction. We will actively cooperate with the integration of financing credit service platforms and guide financial institutions to maintain service stability during the platform integration.

The second is to deepen the application. We encourage banks to actively connect with financing credit service platforms at all levels, inquire about enterprise credit information and credit reports, and effectively apply them in credit processes such as customer screening, pre-loan investigation, loan approval and post-loan management. Encourage banks to organically combine accumulated internal financial data with external credit information, actively use big data, artificial intelligence and other technical means, fully tap the value of data elements, accurately "portrait" enterprises, optimize credit evaluation models, improve risk management level, develop online loan products, improve the service efficiency of small and micro enterprises, actively innovate credit loan products, and increase the amount of credit loans in small and micro enterprise loans.

The third is risk prevention and control. We require banks to attach great importance to data security, inquire, obtain and keep customers’ credit information in compliance with laws and regulations, and achieve safe closed-loop management of the whole life cycle of information.

How to ensure that the collected information is of sufficient quality to support bank lending?

National Development and Reform Commission:

Credit information is the basis of credit financing. In order to further improve the quality of credit information collection and sharing, we will focus on the following four aspects:

The first is to expand the scope. In 2021, the General Office of the State Council issued the Implementation Plan of Strengthening the Application of Credit Information Sharing to Promote the Financing of Small and Medium-sized Enterprises, which proposed to focus on collecting 14 categories and 37 items of credit information urgently needed by financial institutions. On the basis of fully completing the previous collection tasks, and according to the credit information demand of financial institutions for "accurate portrait" of enterprise credit status, this Implementation Plan puts forward 17 new categories and 37 new credit information, and clarifies the specific contents and methods of collection and sharing. This is a long-term work. We will update the credit information collection and sharing list in a timely manner according to the needs, and constantly enrich and improve this list to facilitate financial institutions to provide credit financing services to business entities.

The second is the best way. For the credit information data that have been centralized managed by the relevant state departments, it is necessary to increase the "total-to-total" sharing, reduce the workload of repeated collection in local areas, and improve the efficiency of information sharing. At present, at the national level, the People’s Bank of China has a credit information system and the National Development and Reform Commission has a credit information sharing platform. These two platforms are the top-level credit information collection platforms in our country, and these two platforms will also be connected in two directions in the future. Now the credit platform has been opened to banks.

The third is strong governance. Strengthen collaborative governance of data quality, unify data collection standards, improve information update and maintenance mechanism, focus on solving problems such as insufficient data sharing frequency, insufficient interface call capacity, and insufficient information sharing of some public utilities, and ensure that data is true, accurate and complete.

The fourth is re-evaluation. The National Development and Reform Commission will take the lead in timely evaluating the quality and efficiency of credit information sharing in various localities and relevant departments, continuously improve data quality, and activate the potential of small and medium-sized enterprises in financial services with high-quality credit data governance.

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Extremely krypton started the delisting of NYSE and returned to "one Geely"

Geely Automobile has recently announced that it has made a privatization offer to the board of directors of Krypton, and plans to buy back the tradable shares at a price of 11.5 US dollars per share. Krypton will delist from the NYSE and return to the Geely system.

After delisting, Krypton will share the R&D resources of SEA’s vast architecture with brands such as Geely Galaxy and Lotus. Geely insiders revealed that the high-performance electric drive technology of Krypton 001 FR will be decentralized to the Galaxy series, and the intelligent cockpit system of Galaxy will also feed back the Krypton model. In terms of sales channels, Krypton direct stores will gradually merge into Geely’s "4S+ Shangchao" mixed network, and it is estimated that the channel cost will be saved by over 1.5 billion yuan every year.

The deep logic of this integration lies in responding to changes in the industry. After returning to the Group, Krypton can rely on Geely’s supply chain advantages to reduce costs, and the capacity utilization rate of its Ningbo factory is expected to be improved.

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Tesla wants to kill "brake failure"

Recently, Ashok Elluswamy, director of Tesla autopilot software, gave a speech at CVPR 2022 conference, introducing many achievements made by Tesla autopilot team in the past year, especially the neural network model named Occupancy Networks (hereinafter referred to as occupation network).

He said that there are many problems in the traditional methods of semantic segmentation and depth information used in autonomous driving systems, such as the difficulty of converting 2D to 3D and the inaccurate estimation of depth information.

After using the occupancy network, the model can predict the space occupied by objects around the vehicle (including the space generated by the next action of dynamic objects).

Based on this, vehicles can make evasive actions without identifying the specific obstacles-Ashok Elluswamy even joked on Twitter that Tesla’s car can even avoid UFOs!

Based on this technology, vehicles can also see whether there are obstacles in the surrounding corners, so as to realize unprotected steering like human drivers!

In short, the occupation of the network has significantly enhanced Tesla’s autonomous driving ability (L2).

It is said that Tesla’s autopilot system can prevent 40 car accidents caused by driver errors every day!

In addition, Ashok Elluswamy also highlighted the efforts of Tesla Autopilot system in preventing drivers from misoperation.

By sensing the external environment and the driver’s operating system, the vehicle can identify the driver’s misoperation, such as stepping on the accelerator pedal at the wrong time, the vehicle will stop accelerating and brake automatically!

Tesla wants to kill "brake failure"

▲ Tesla active braking

That is to say, some problems of "brake failure" caused by driver’s misoperation that have been frequently exposed in China will be technically restricted.

I have to say that Tesla is really good at promoting technological progress. The following is a video compilation of Ashok Elluswamy’s speech, with a slight deletion.

First, the pure vision algorithm is powerful, and the two-dimensional image is transformed into three-dimensional.

At the beginning of the speech, Ashok said that not everyone knows the specific functions of Tesla’s autopilot system, so he briefly introduced it.

Tesla wants to kill "brake failure"

▲Ashok

According to him, Tesla’s autopilot system can help vehicles achieve lane keeping, vehicle following, deceleration and cornering, etc. In addition to these, Tesla’s autopilot system is also equipped with standard safety functions, such as emergency braking and obstacle avoidance, which can avoid a variety of collisions.

In addition, since 2019, about 1 million Tesla vehicles can use more advanced navigation on the expressway, check the information of adjacent lanes to perform lane changes and identify the entrances and exits of the expressway.

Moreover, the Tesla autopilot system can automatically park in the parking lot, identify traffic lights and road signs, and make a right turn to bypass obstacles such as cars. At present, these functions have been verified by hundreds of thousands of Tesla owners.

In the speech, Ashok also took out a video recorded by a user. The video shows that when the user is driving on a crowded road in San Francisco, the car screen shows the surrounding environment, such as road boundaries, lane lines, the position and speed of nearby vehicles.

Tesla wants to kill "brake failure"

▲ The system recognizes the surrounding environment.

On the one hand, these need the support of hardware such as Tesla car and camera, on the other hand, they also need the support of algorithms and neural networks built into Tesla autopilot system.

According to Ashok, Tesla is equipped with eight 1.2-megapixel cameras, which can capture 360-degree images of the surrounding environment and generate an average of 36 images per second. Then Tesla’s car will process this information, and it can perform 144 trillion operations per second (TeraOPs/s).

Moreover, these processes are based on pure vision algorithm, without using lidar and ultrasonic radar, and without high-definition map.

So how does Tesla’s autopilot system identify general obstacles?

Ashok said that when encountering general obstacles, the system will use the space division method. When using the space segmentation method, the system marks every pixel in the space as "drivable" and "non-drivable", and then automatically drives the chip to deal with the scene. However, there are some problems with this method.

Tesla wants to kill "brake failure"

▲ Marking of objects

First of all, the object pixels marked by the system are in two-dimensional space, and in order to navigate the car in three-dimensional space, the object pixels need to be converted into the corresponding predicted values in three-dimensional space, so that Tesla’s system can establish an interactive physical model and handle the navigation task smoothly.

Tesla wants to kill "brake failure"

▲ Marking of objects

However, when the system converts the pixels of an object from a two-dimensional image to a three-dimensional image, it needs to carry out image semantic segmentation (that is, identify the image at the pixel level, that is, label the object category to which each pixel in the image belongs).

This process will produce unnecessary images or unnecessary pixels in the system, and a few pixels on the ground plane of the image can have a great influence, which directly determines how to convert this two-dimensional image into a three-dimensional image. Therefore, Tesla does not want to produce such influential pixels during planning.

In addition, different obstacles need to be judged by different methods.

Generally speaking, the depth value of the object (the distance from the observer’s point of view to the object, which is finally obtained after projection transformation, standardization of equipment coordinates and scaling translation) is commonly used.

In some scenarios, the system can predict obstacles first. In another scene, the system can also detect the depth of the pixels of the image, so each pixel will produce some depth values.

Tesla wants to kill "brake failure"

▲ Depth map (right)

However, although the depth map finally generated is very beautiful, only three points are needed when the depth map is used for prediction.

Moreover, when visualizing these three points, although it is ok to look at them at close range, they will also be deformed with the increase of distance, and it is difficult to continue to use these images in the next stage.

For example, walls may be deformed and bent. The objects near the ground level are also determined by fewer points, which makes the system unable to correctly judge obstacles in planning.

Because these depth maps are converted from plane images collected by multiple cameras, it is difficult to produce the same obstacle in the end, and it is also difficult for the system to predict the boundary of the obstacle.

Therefore, Tesla proposed an occupation network scheme to solve this problem.

Second, calculate the space occupancy rate and code the object.

During the speech, Ashok also showed this network occupation scheme by video. He said that as can be seen from the video, in this scheme, the system processes the images captured by eight cameras, then calculates the space occupancy rate of the object, and finally generates a schematic diagram.

Tesla wants to kill "brake failure"

▲ The generated simulated image

Moreover, every time the Tesla car moves, the system network will recalculate the space occupancy rate of the surrounding objects. In addition, the system network will not only calculate the space occupancy of some static objects, such as trees and walls, but also calculate the space occupancy of dynamic objects, including driving cars.

After that, the network outputs the image into a three-dimensional image, and can also predict the occluded object, so even if the car only uploads part of the outline of the object, the user can distinguish the object clearly.

In addition, although the resolution of the images captured by the system is different because of the distance, based on the above scheme, the resolution of the simulated 3D images finally presented is the same.

Tesla wants to kill "brake failure"

▲ The generated images have the same resolution.

This means that the whole scheme runs very efficiently. Ashok said that the computing platform runs for 10 milliseconds, and the system network can run at the rate of 100 Hz, which is even faster than the speed of many cameras recording images.

So, how is this process completed? This requires an understanding of the architecture of the occupation network scheme.

When explaining the architecture of the occupation network scheme, Ashok takes the images taken by Tesla fisheye camera and the left camera as an example, and compares the image correction process between them.

First, the system will stretch the image, then extract the image features, find out whether the points related to the 3D image are occupied, then use the 3D position coding, and then map it to a fixed position, after which the information will be collected in the subsequent calculation.

Tesla wants to kill "brake failure"

▲ Conduct preliminary processing on the image.

After that, the system will embed the position of the image space, continue to process the image stream through 3D query, and finally generate 3D occupation features. Because high-dimensional occupation features are generated, it is difficult to perform this operation at every point in the space. Therefore, the system will generate these high-dimensional features in lower dimensions, such as using typical up-sampling technology to generate high-dimensional space occupancy.

Tesla wants to kill "brake failure"

▲ Calculate the space occupancy of objects.

Interestingly, Ashok revealed in his speech that this occupation network scheme was only used to deal with static objects, but in the end it was found that it was difficult to deal with only static trees, and the system also encountered many difficulties when it first began to distinguish between "true and false pedestrians".

But the team finally found that no matter whether these obstacles are moving or static, the system only needs to be able to avoid them in the end.

Tesla wants to kill "brake failure"

▲ True and false pedestrians

Therefore, the occupation network scheme no longer distinguishes between dynamic obstacles and static obstacles, but uses other classifications to deal with them and calculate the instantaneous space occupancy rate of objects, but this is not enough to ensure that Tesla cars can drive safely.

Because if only the instantaneous space occupancy rate is calculated, it is not reasonable for Tesla to meet a car while driving at high speed and then start to slow down. The system wants to know more about the space occupancy rate of this car at different times and the changes.

In this way, the system can predict when the car will leave. Therefore, the scheme also involves predicting the occupied flow.

Tesla wants to kill "brake failure"

▲ Calculation process of occupied flow

The data of occupancy flow can be the first and higher derivative of space occupancy or time, and it can also provide more accurate control and unify them in the same coordinate system. The system will use the same method to generate space occupancy and occupancy flow, which will also provide strong protection against various obstacles.

Third, the type of obstacle is not important. The system can avoid collision.

Ashok also said that conventional motion or mobile networks can’t judge the type of object, such as whether it is a static object or a moving vehicle.

However, from the control level, the type of objects is actually not important, and the network occupation scheme provides good protection to prevent the network from classification difficulties.

Because no matter what the obstacle is, the system will think that this part of the space is occupied and move at a certain speed. Some special types of vehicles may have strange protrusions, which are difficult to model with traditional technology. The system will use cubes or other polygons to represent moving objects.

In this way, the object can be squeezed at will, and this occupying method does not need complex grid topology modeling.

When the vehicle is turning unprotected or protected, geometric information can be used to infer the occlusion situation. Geometric information should not only infer the information recognized by the vehicle camera, but also infer the unrecognized information.

For example, when a car is making an unprotected turn, there is a fork in the road ahead, and there may be potential vehicles blocked by trees and road signs, so the car "knows" that it can’t see the vehicles from these obstructions. Based on different control strategies, cars can ask questions and eliminate this occlusion.

Therefore, for a stationary object, the car can recognize when it becomes visible while driving. Because there is a complete three-dimensional obstacle, the car can also predict what distance it will hit this object, and then the system will identify and pass this blocked object through smooth control.

Therefore, the occupy network scheme helps to improve the control stack in many different ways. This scheme is an extension of the nerve radiation field, and the nerve radiation field (NeRf) has largely taken over the research of computer vision in the past few years.

Tesla wants to kill "brake failure"

▲ Schematic diagram of the association between Nerf and occupied network

NeRf is an image reconstruction scene in a single scene or a single location, which is reconstructed from a point in a single location.

Ashok said that when Tesla’s vehicles are driving, the images received in the background processing are more accurate, so it is possible to generate cross-time and accurate image routes, and generate more accurate 3D reconstruction through the NeRf model and 3D state differential rendering images.

There is a problem with the images in the real world-we will see a lot of unreal or different scenes in the real world.

For example, the glare of the sun or the dirt or dust on the windshield will change due to the diffraction of light, or raindrops will further distort the propagation of light and eventually produce artifacts.

The way to improve the robustness is to use higher-level descriptors, but these descriptors will not change the local lighting artifacts (such as glare) to a certain extent.

Because RGB (color system) images may be very noisy, adding descriptors on RGB can provide a layer of semantic protection to prevent the change of RGB values. Therefore, Tesla’s goal is to use this method to occupy the network solution.

Tesla wants to kill "brake failure"

▲ Descriptors are more robust than RGB.

Because the network occupation scheme needs to generate space occupancy in several shots, it cannot run a complete neural optimization in the car, but the neural optimization can be reduced to run in the background, ensuring that the space occupancy generated by it can explain the images of all sensors received by the car when it is running.

In addition, descriptors can also be superimposed during training to produce good supervision for these networks; At the same time, different sensor data can be differentiated to monitor the images held.

At present, Tesla has a network to reduce obstacles. The next step is to avoid any collision. Autopilot already has many safety functions.

Then, Ashok showed three videos of Autopilot starting to avoid collision.

The collision accident here refers to the collision accident caused by the driver accidentally stepping on the accelerator pedal as a brake pedal.

Ashok means that when the driver accidentally uses the accelerator as a brake, the car will accelerate and cause a collision, but the car will recognize and automatically stop the acceleration and automatically brake to prevent the collision.

In the first video, Ashock said that if Autopilot didn’t start and stopped the car from accelerating, the driver in the video would probably fall into the river.

Tesla wants to kill "brake failure"

▲ Tesla AP starts to avoid the car falling into the river.

Similarly, the second video shows that a Tesla driver mistakenly stepped on the accelerator while parking, but Autopilot quickly started and prevented the car from hitting shops and pedestrians.

Tesla wants to kill "brake failure"

▲ Tesla AP starts to avoid the car hitting the store.

Fourth, automatically plan the path through the occupied vehicle.

However, it may take several seconds or even minutes for the car to brake and stop smoothly, and there may not be enough time to identify obstacles and calculate when the car is driving.

So we should use neural network to achieve this goal; Especially recently, there have been more complicated hidden scenes. What Tesla’s autonomous driving team has to do is to get the space occupancy rate from the previous network.

First, the space occupancy rate should be coded into a super-compressed MLP. In essence, this MLP is an implicit representation of whether collision can be avoided in any specific query state, and this collision avoidance method provides some guarantees in a certain time range. For example, collisions can be avoided in 2 seconds or 4 seconds or within a certain time range.

Ashok gives another example here. He gives a top-down road. Black pixels are obstacles, gray pixels are roads and white pixels are road lanes. In the top view of this three-dimensional space, the car can be placed at any pixel position to simulate whether the collision can be avoided.

Tesla wants to kill "brake failure"

▲ Schematic diagram of vehicle driving situation

He said: "If you think of the car as a single point and the period of avoiding collision is set to an instant, then whether there will be a collision at the current time depends only on the position of the obstacle; But the problem is that the car is not a point, it has a rectangular shape and can also turn. "

Therefore, only when the shape is convolved with the obstacle can we immediately know whether the car is in a collision state.

As the car turns (or rotates out of control), the collision field will change. Green means that the car is in a safe position without collision, and red means collision, so when the car rotates, there are more collision positions; But when the car position is aligned, the green position expands, which means that the car will not collide.

On the whole, Ashok shows how to use multiple camera videos and products to generate dense space occupation rate and occupation flow. Through space occupation rate, an effective collision avoidance field can be generated through neural network, that is, vehicles can "see" through the camera and, according to experience, pass through the road with appropriate speed and direction.

Tesla wants to kill "brake failure"

▲ Implicit neural network for collision avoidance.

Ashok also shared an experiment in a simulated environment. The driver stepped on the accelerator to accelerate and there was no steering behavior. The car monitored that there would be a collision and planned a path to make the car pass safely.

Ashok said at the end of his speech that if they can successfully implement all the above technologies, they can produce a car that will never crash.

Obviously, this work has not been completed. In his last PPT, Ashok actively invited engineers to join Tesla and build a car that will never crash!

Tesla wants to kill "brake failure"

▲ Ashok Elluswamy welcomes more talents to join Tesla.

Conclusion: Tesla continues to explore autonomous driving.

Since Tesla’s self-driving technology with fire, a large number of followers have emerged on the self-driving track. But it must be said that Tesla is still at the forefront of the industry and constantly explores new methods of autonomous driving.

The person in charge of the Tesla Autopilot project brought new technical interpretations, and also showed us the highlights of Tesla’s future autonomous driving technology in advance to some extent. With Tesla’s spirit of continuous exploration, its autonomous driving will continue to lead the entire automobile market.

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AI technology is forming a parallel universe outside our reality.

Original dr. xibi x

Recently, I visited the little red book and accidentally brushed a video.

NBA star Kobe Bryant, wearing a monk’s robe, is religiously burning incense in a place similar to a temple. The picture is filled with smoke, and Kobe’s face is solemn, as if making a promise.

Kobe Bryant, who once threw back his jumper on the court and killed the quartet, now put down Spalding’s basketball and the feud of NBA, picked up a broom, walked through the candlestick, and cleaned up his troubles.

Little Red Book MJ: limonq

Faced with this situation, some netizens wondered, didn’t Kobe die in a plane crash on January 26, 2020? Did he fake his death, but in fact he was tired of the bustling life in Los Angeles and fled into an empty net?

If you look at the above pictures carefully, you can see a sense of alienation that does not belong to reality.

For example, Kobe swept the floor, and the proportion of the soles of his feet was extremely strange, even sweeping out six toes.

Holding the broom in his right hand is also like the first time that aliens who have taken away the earth have used non-planetary scientific and technological items.

Little Red Book MJ: limonq

Yes, the above pictures are from Midjourney, an artificial intelligence program that uses natural language to describe and generate images.

As long as I send a command to the intelligent robot on its designated webpage, for example, I enter "Greek philosopher Plato, programming on the computer, and the space presents a sense of science and technology", the robot will generate a picture for me of Plato sitting in a marble chair and playing a notebook similar to a MacBook.

Or if I type "Bronze, Mecha Core, Anime Female Character, Super Realistic Style", it will generate a comic protagonist for me.

Although it is a little rough, it takes only a few tens of seconds from the input of instructions to the drawing, and it can choose a picture to continue to optimize until the user is satisfied with the image.

This program is still evolving rapidly, because it has the learning ability of AI in the new era, and can recognize and learn the images uploaded by users for making pictures.

For example, I uploaded a classic photo of Keanu Reeves, adding China’s photography style in the 1990s, as well as elements such as farms and shepherds.

Midjourney gave me feedback on a rural version of Keanu Reeves in China.

Upload a classic photo of Jordan holding the ball and add keywords such as "highlighting muscle lines and dunking".

I got a Jordan makeup photo with a muscle explosion and fierce eyes.

And this means that Midjourney has the ability to link with reality.

Anything we can see in our daily life can become a part of virtual image capture. The moment you yawn on the subway, the moment you are in a daze at the station, and the moment you laugh and laugh in the restaurant can all be transformed into elements of an image, which can be recognized, understood and learned.

For example, a young man entered the voice and pictures of his deceased grandmother and "resurrected" an AI version of his grandmother. He repeatedly told the young man’s father not to drink and to pay attention to his health.

As described in the comment area, Midjourney’s AI technology is forming a parallel universe outside our reality.

When this ability to link with reality is used in the groups we are familiar with, it will produce an extremely absurd impression. Here, politicians become street hooligans or prisoners in jail.

Obama and Biden lost their usual seriousness and played slot machines in the arcade hall.

The rich man became a tramp begging on the street and stepped on the sewing machine of the assembly line.

Bill Gates stepped on the sewing machine

James became a plasterer on the construction site and lifted a 2-kg Shi Zhuan.

AI parallel world

Everyone has heard the story of the parallel universe more or less.

For example, the TV series The Man in the High Castle tells the story that during World War II, the Axis countries led by Germany defeated the Allies and the United States was occupied and transformed.

Similarly, in the political field, the politicians with suits and serious faces that we usually see on the news may turn their heads and smirk in the world of AI, or the situation will turn sharply and become a caged bird.

Some time ago, a series of pictures of Trump’s arrest and imprisonment were madly transmitted on the Internet.

Although Trump in the picture is smiling, he is still wearing electronic ankles.

Trump, who was all-powerful on social media, lost his proud voice channel and cleaned up the prison sewer by hand.

Former US President Barack Obama, who has stepped down, is smoking with Biden in a parallel world, and it is even difficult to tell the truth without looking at his fingers.

And if politicians are drawn mainly because of their political ideas in the parallel world of AI, then the rich are spoofed because of their wealth.

In the parallel world of AI, "the rich who become poor ghosts" is an important branch.

For example, a blogger named Xiao D in Little Red Book uploaded a post entitled "In the world of AI, let them be poor once".

Bezos, Buffett, Zuckerberg, Bill Gates and other human beings who stand at the apex of human wealth have become real millionaires in slums.

In 2022, Buffett’s lunch cost $19,001,000, but in the parallel world of AI, it seems that only $10 can make this dirty old man with a tight belt eat two hot dogs and have a full meal.

In contrast to Buffett’s big belly, Bill Gates’ ribs are clearly visible. This computer genius has lost his old spirit, withered face and bamboo-like body. At first glance, he is mistaken for Gandhi who changed the front page.

In another parallel world, there is no miracle of Microsoft, only a buzzing sewing machine, spending every dusk and morning with Bill Gates.

The skinny Zuckerberg looks like a slum boy living in District 9.

The above four, who made their fortune earlier, belong to old gods, the wealth of the last century. The richest man who has become a pauper is Musk, the richest man in the new century.

Because Musk’s pictures were uploaded too much, AI learned Musk’s appearance very well, and the pictures made were extremely realistic.

Musk’s changeable identity is more than that of Martin. He sometimes spreads the cultivation techniques of Chinese cabbage in vast vegetable fields.

Sometimes I personally go to the assembly line to process parts.

There is no trace of PS in the picture of its car repair, and it is no different from a real mechanic in posture and technique.

Musk, who didn’t mix well, became a street tramp and spent all day in the alley with garbage.

However, his unruly temperament is very sharp even if he is wearing a garbage bag.

Even in the poorest villages, Musk is like a naked donor who comes to inspect.

In the parallel world of AI, it is not entirely a spoof about the above power and wealth, but also accompanied by controversy and resistance to new technologies.

Such as copyright and portrait rights.

Chris Kashtanova, the author of the comic book Dawn, almost all the contents of his new book are generated by Midjourney. The US Copyright Office believes that the images generated by artificial intelligence Midjourney are not protected by copyright.

Software such as Midjourney has been jointly sued by artists for many times.

Artists Sarah, Kelly and Kara claimed that AI drawing violated the rights of "millions of artists".

They trained their artificial intelligence tools with 5 billion pictures grabbed from the Internet "without the consent of the original artists". Artists think that Midjourney abuses the pictures captured on the Internet to improve his algorithm, which should have been part of their creation.

Carla Ortiz is famous for designing Doctor Strange.

On Kara’s Twitter, she called on artists to take a class action lawsuit and accuse them of cheating on their cultural creation rights.

And launched a fundraising campaign to protect artists from AI technology. Up to now, they have received a donation of $250,000 from their supporters.

In addition to all disputes, some people also use AI technology to resurrect the dead. They can be idols in their own hearts, such as Kobe Bryant; It can also be your deceased grandparents, grandparents, sons and daughters.

People living in the AI world

In the AI world, all the dead can be resurrected here, and Kobe is the most famous one.

On Midjourney, people hope that Kobe can live in any way. He can dance academy in an alley in Brooklyn or deliver pizza.

Or he often accompanied the ancient Buddha of Qingdeng and converted to Buddhism together with his career in Zijin Dynasty.

Kobe Bryant on Midjourney even said that he can achieve "eternal life" in some form, because the real death is being forgotten.

In the parallel world of AI, there are also thousands of ordinary people in Qian Qian who have not been forgotten and have been resurrected in the AI world.

In 2021, a trend of "dynamic photos" swept the short video platform, and video publishers used the AI technology at that time to make the photos of the deceased move and comfort the living.

Someone used this technology to help grandpa resurrect grandma. Even the animation technology, which seemed quite rough at that time, reminded the living of the time spent with the deceased.

Or help the mother "resurrect" her grandmother and let technology get through the grave.

A user lost his father when he was 6 years old, and he had never seen his father’s appearance. After seeing his "resurrected" father, he was moved.

In the comment area, this technology has aroused more people’s resonance.

Just as the theme of all science fiction movies is to discuss human nature and love, technology is not all radical and cruel crazy paranoia.

In 2008, Ye Hongmei lost her 7-year-old daughter forever in the Wenchuan earthquake. In the following 10 years, this ordinary middle-aged woman in Sichuan moved to 104 mobile phone stores, only to repair the old-fashioned slide phone with her daughter’s photo damaged in the earthquake.

But no one can repair this old-fashioned product.

In the end, the 10 software engineers who learned about this took 22 days to rewrite the program of the mobile phone, and Ye Hongmei finally saw her daughter.

And this may be the meaning of AI images.

It allows us to communicate with our deceased relatives, make virtual images link with real thoughts, make us create a cloud that belongs to us after a hundred years, and make full use of our brains to create a completely parallel world.

The era of Midjourney and AI has just arrived. Perhaps in the future, when technology is more advanced, everyone can understand and enjoy the convenience of AI.

At present, they still have some distance from ordinary people, just like at this time, an ordinary person who lost his mother is asking how to see his mother.

I hope he can get his wish in the virtual world in the future.

Design/visual Elaine

Original title: "In the world of AI, Musk is grabbing garbage with Bill Gates."

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Statistical Bulletin on National Economic and Social Development of Guangzhou in 2009

Statistical Bulletin of National Economic and Social Development of Guangzhou in 2009 Guangzhou Municipal Bureau of Statistics Guangzhou Investigation Team of National Bureau of Statistics (March 29, 2010) In 2009, faced with the severe impact and impact of the international financial crisis, the people of the whole city, under the strong leadership of the Municipal Party Committee and the Municipal Government, resolutely implemented the national macro-control policies, earnestly practiced Scientific Outlook on Development, and actively sought countermeasures. Focusing on the central government’s central task of "maintaining steady and rapid economic development" and the province’s "three promotion and one maintenance", we worked hard to overcome all kinds of difficulties. The city’s economy developed steadily and rapidly, all social undertakings made all-round progress, and people’s lives continued to improve, and the economic and social development goals and tasks for the whole year were well completed. I. Comprehensive Economic Aggregate The city’s economy has developed steadily and rapidly. In 2009, Guangzhou achieved a regional GDP of 911.276 billion yuan, an increase of 11.5% over the previous year (the same below) at comparable prices. Among them, the added value of the primary industry was 17.255 billion yuan, an increase of 3.9%; The added value of the secondary industry was 339.465 billion yuan, an increase of 8.8%; The added value of the tertiary industry was 554.556 billion yuan, an increase of 13.6%. The ratio of added value of primary, secondary and tertiary industries is 1.9∶37.2∶60.9. The contribution rates of the three industries to economic growth are 0.6%, 29.3% and 70.1% respectively. Fiscal revenue and expenditure grew steadily. The annual general budget revenue from Guangzhou was 265.6 billion yuan, an increase of 7.2%. Among them,The revenue of the national tax department was 160.7 billion yuan, an increase of 7.5%; The revenue of the local tax department was 75.4 billion yuan, an increase of 3.7%. The local general budget revenue was 70.258 billion yuan, an increase of 13.0%. Among them, the business tax was 15.16 billion yuan, an increase of 18.5%; The value-added tax was 13.751 billion yuan, an increase of 6.8%; Enterprise income tax was 7.323 billion yuan, down 3.2%; Personal income tax was 3.898 billion yuan, an increase of 10.3%; Property tax was 3.496 billion yuan, up by 12.6%. The fiscal expenditure of the local general budget was 79.026 billion yuan, up by 10.8%. Among them, social security and employment expenditure was 10.205 billion yuan, up by 14.3%; Expenditure on environmental protection was 857 million yuan, an increase of 15.8%; Expenditure on education was 10.991 billion yuan, up by 14.8%. Price grid consumer market price: consumer prices run at a low level. The overall level of consumer prices of urban residents dropped by 2.5% in the whole year, of which the price of consumer goods dropped by 2.3% and the price of service items dropped by 2.9%.Table 1: urban consumer price index, Guangzhou in 2009:% category and above, the annual price is 100, the total consumer price index of urban residents is 97.5, the price index of consumer goods is 97.7, the price index of service items is 97.1, classified by category: food is 99.3, of which: grain is 106.7, meat and poultry and their products are 93.2, aquatic products are 100.5, vegetables are 97.5, tobacco, alcohol and supplies are 102.8, clothing is 94.6, household equipment supplies and maintenance clothes. 97.5 Among them: durable consumer goods 97.3 medical care and personal goods 100.2 transportation and communication 96.2 entertainment, education, cultural goods and services 97.1 residence 95.3 production price: production price continues to decline. The ex-factory price of industrial products decreased by 3.5% in the whole year. Among them, the prices of means of production decreased by 5.4% and the prices of means of subsistence decreased by 1.3%. The purchase prices of raw materials, fuel and power decreased by 8.2%. Among them, the purchase prices of ferrous metal materials, steel products and chemical raw materials decreased by 11.3%, 13.7% and 9.9% respectively. Investment in fixed assets: the investment in fixed assets in the whole society has grown rapidly. In the whole year, the investment in fixed assets of the whole society was 265.985 billion yuan, an increase of 22.3%; Fixed assets increased by 156.419 billion yuan, an increase of 23.1%. The investment in capital construction was 129.026 billion yuan, an increase of 27.7%; The investment in renovation was 54.172 billion yuan, an increase of 40.4%; The investment in real estate development was 81.734 billion yuan,An increase of 7.1%. Municipal units (including districts, county-level cities and others) completed an investment of 213.873 billion yuan, accounting for 80.4%; Central and provincial units have invested 52.112 billion yuan, accounting for 19.6%. From the perspective of industrial investment, the primary industry completed an investment of 349 million yuan, an increase of 1.1 times. The investment in the secondary industry was 54.532 billion yuan, an increase of 18.0%; Among them, the industrial investment was 53.761 billion yuan, up by 20.4%, and the industrial renovation investment was 15.575 billion yuan, up by 3.5%. The tertiary industry completed an investment of 211.104 billion yuan, an increase of 23.4%. The proportion of investment in the three industries is 0.13∶20.50∶79.37. Two, the main industries, agriculture, forestry, animal husbandry and fishery and its service industry, agricultural production developed steadily. The total output value of agriculture, forestry, animal husbandry and fishery was 29.566 billion yuan, an increase of 4.2%. Among them, the output values of agriculture, forestry, animal husbandry, fishery and agriculture, forestry, animal husbandry and fishery services were 14.975 billion yuan, 208 million yuan, 6.316 billion yuan, 5.309 billion yuan and 2.758 billion yuan respectively. The output value of agricultural commodities was 26.816 billion yuan, up by 1.6%. The production and marketing rate of agricultural products is 90.7%. The structural adjustment of agricultural products was accelerated. The annual grain planting area was 1.351 million mu, an increase of 0.7 million mu; The vegetable planting area was 2.055 million mu, an increase of 0.1 million mu; The planting area of flowers is 212,000 mu, an increase of 4.3%; At the end of the year, the fruit planting area was 990,000 mu, an increase of 2,000 mu.The ecological benefits of forestry are remarkable. The total stock of forest standing trees in the city is 11.281 million cubic meters, the forest coverage rate is 38.2%, and the greening rate of trees is 44.8%. Table 2: Output of main agricultural, animal husbandry and fishery products and their growth rate in 2009 The unit output of product name measurement increased or decreased (%) compared with the previous year. Ten thousand tons of grain, food, vegetables and vegetables were 317.51.1 million tons of fruit, 42.32.1 million tons of sugar cane, 49.62.4 million pigs, 225.24.6 million domestic birds and 1.24.5 tons of water. Agriculture The total income of urban agriculture in the whole year was 135 billion yuan, an increase of 2.6%. The total output value of urban agriculture was 102.6 billion yuan, up by 4.5%. Among them, the output value of processing local agricultural products was 73 billion yuan, an increase of 5%. The output value of characteristic agriculture and high-tech agricultural products, which reflect the level of urban agricultural production, reached 250 million yuan and 3.9 billion yuan respectively, up by 12.5% and 2.5% respectively. There are 80 leading agricultural enterprises above the municipal level, including 5 national leading enterprises, 19 provincial leading enterprises and 30 urban agricultural demonstration zones. The output value of agricultural industrialization was 7 billion yuan, an increase of 4%; The scale of agricultural industrialization reached 23.6%. The growth rate of industrial production rebounded. The annual industrial added value was 310.684 billion yuan,It accounts for 34.1% of the city’s GDP, an increase of 9.0%, and its contribution rate to the city’s economic growth is 27.7%. The total industrial output value for the whole year was 1,348.078 billion yuan, an increase of 9.9%; Among them, the total output value of industrial enterprises above designated size reached 1,250.208 billion yuan, an increase of 10.2%. The output value of the city’s industrial export products was 234.437 billion yuan, up by 3.3%. The sales rate of industrial products in the city was 98.45%, up by 0.5 percentage points. Table 3: Main categories of Guangzhou’s total industrial output value in 2009 Unit: The absolute number of 100 million yuan index increased or decreased (%) compared with the previous year. The total industrial output value was 13480.789.9, of which: state-owned and state-controlled enterprises were 4541.302.0, of which: collective enterprises were 74.891.1, joint-stock enterprises were 3178.458.0, and joint-stock cooperative enterprises were 38.888. 7 Foreign-funded enterprises from Hong Kong, Macao and Taiwan 7556.9813.8, in which: private enterprises 2765.6612.9, in which: light industry 4685.819.6, heavy industry 8794.9710.4 Table 4: In 2009, the unit output of major industrial products of industrial enterprises above designated size in Guangzhou increased or decreased (%) compared with the previous year.10,000 tons of soft drinks, 4,718,862.2 tons of beer, 97.98-76 million pieces of clothing, 618.18 million kilowatt hours, 381.69-9.0 tons of synthetic detergent, 173.289.8 tons of tires, 1215.5715.0 tons of finished steel, 7,029.25 million cars, 113.026 million cars. 4.6 Ten thousand room air conditioners, 462.76-65,000 fax machines, 789.10.6 microcomputers, 221.216.1 color televisions, 203.2913.7 elevators, 2977.4 pianos, 9725.0 Note: The statistical caliber of industrial enterprises above designated size refers to industrial legal persons whose annual main business income is 5 million yuan or more. Three pillar industries: The three pillar industries grew rapidly. The total industrial output value of the three pillar industries above designated size, namely automobile manufacturing, electronic product manufacturing and petrochemical manufacturing, was 524.309 billion yuan, up by 20.3%, accounting for 41.94% of the total industrial output value of the whole city. Among them, the total industrial output value of the automobile manufacturing industry was 228.06 billion yuan, an increase of 30.4%, accounting for 18.24% of the total industrial output value above designated size in the city. The automobile parts manufacturing industry increased by 29.6%.The total industrial output value of electronic products manufacturing industry and petrochemical manufacturing industry reached 133.406 billion yuan and 162.843 billion yuan respectively, increasing by 32.1% and 1.7% respectively. Industrial economic benefits: the main business income of industrial enterprises above designated size in the city was 1,225.69 billion yuan, an increase of 6.1%; The total profit and tax was 136.932 billion yuan, an increase of 18.0%; The total profit was 73.971 billion yuan, an increase of 22.4%. The loss of loss-making enterprises decreased by 33.1%; The loss of enterprises was 22.3%, a decrease of 1.6 percentage points. The construction industry’s production growth rate is stable. The total output value of construction enterprises above the qualification level (excluding labor subcontracting, the same below) was 100.835 billion yuan, an increase of 15.2%; The completed output value was 64.517 billion yuan, an increase of 27.6%. The building construction area was 62,021,900 square meters, up by 0.7%; The completed housing area was 14,737,600 square meters, down by 14.3%. According to the total output value of the construction industry, the labor productivity of all construction workers reached 291,600 yuan/person, an increase of 30,800 yuan/person. Construction enterprises with above qualifications have set foot in 30 provinces and cities throughout the year, and the total construction output value completed in other provinces is 23.005 billion yuan, an increase of 36.2%, accounting for 22.8% of the total construction output value of the city with above qualifications. Transportation, warehousing, postal services, the added value of transportation, warehousing and postal services in the whole year was 78.494 billion yuan, an increase of 8.0%.Table 5: In 2009, the unit absolute number of passenger and cargo traffic in Guangzhou increased or decreased (%) compared with the previous year. The passenger turnover was 5705089.3.0 The passenger turnover was 145283.56 million tons, the cargo turnover was 52516.04.5.9 million tons, 2184.91 -11.3 Urban ports: Port transportation grew steadily. The number of take-off and landing flights of Guangzhou Baiyun International Airport reached 308,700, an increase of 10.2%. Guangzhou Baiyun International Airport has a passenger throughput of 37,046,900 passengers and an airport cargo and mail throughput of 1,221,900 tons, up by 10.8% and 31.3% respectively. The annual port cargo throughput was 375.6072 million tons, an increase of 1.6%; Among them, the cargo throughput of Guangzhou Port was 363.8608 million tons, an increase of 4.9%. The port container throughput was 11.302 million TEUs, down 3.6%. Postal service and telecommunications industry: The postal service and telecommunications industry have developed steadily. In 2001, the postal revenue was 1.65 billion yuan, an increase of 7.7%. 217 million letters were received and sent, down by 6.9%; The number of express mail items was 19.9439 million, an increase of 23.3%. In 2001, the revenue from telecommunication business was 25.536 billion yuan, up by 1.7%. At the end of the year, the number of fixed telephone users in the city was 6,333,100, down 2.8% from the end of the previous year. There were 20,994,400 mobile phone users, an increase of 6.5%.There were 2,801,900 Internet users, an increase of 19.0%. Domestic business and domestic market are active. The total retail sales of social consumer goods reached 364.776 billion yuan, an increase of 16.2%. The total sales of wholesale and retail commodities in the whole year was 1,517.359 billion yuan, an increase of 13.0%. Wholesale and retail: Wholesale and retail grew rapidly. In the whole year, the added value of wholesale and retail industry reached 105.376 billion yuan, an increase of 16.7%. The retail sales reached 303.787 billion yuan, an increase of 15.8%. Among them, the retail sales of wholesale and retail enterprises above designated size reached 138.814 billion yuan, an increase of 12.0%, accounting for 45.7% of the retail sales of wholesale and retail in the city. In the classification of goods sold by wholesale and retail enterprises above designated size, the retail sales of Chinese and western medicines increased by 29.4%, automobiles by 19.8%, daily necessities by 16.6%, clothing, shoes and hats, knitwear by 13.3%, and gold, silver and jewelry by 11.1%. Accommodation and catering industry: Accommodation and catering industry continued to grow. In the whole year, the added value of accommodation and catering industry reached 28.297 billion yuan, an increase of 14.5%. The retail sales of accommodation and catering industry reached 60.989 billion yuan, an increase of 18.3%. Among them, the retail sales of star-rated accommodation industry and catering enterprises above designated size reached 17.516 billion yuan, an increase of 9.6%. Financial industry finance: the scale of deposits and loans of financial institutions has been further expanded.In the whole year, the added value of the financial industry reached 55.332 billion yuan, an increase of 29.0%. At the end of the year, the balance of local and foreign currency deposits of financial institutions in the city was 2,094.419 billion yuan, an increase of 401.095 billion yuan that year. The balance of local and foreign currency loans was 1,385.183 billion yuan, an increase of 284.764 billion yuan that year. Table 6: Deposits and loans of Chinese and foreign-funded financial institutions in Guangzhou in 2009 refers to the increase or decrease (%) of RMB deposits in the year ending compared with the beginning of the year (100 million yuan) 20401.72 3976.8924.2, of which: enterprise deposits 8092.17 1647.4325.6 savings deposits 7954.22 1086.8715.8 RMB loans. 8.16 2373.9623.2, in which: short-term loans 3094.11 379.6314.0 medium-and long-term loans 8854.24 2181.2532.7 Balance of foreign currency deposits (USD 100 million) 79.45 5.066.8 Balance of foreign currency loans (USD 100 million) 183.60 69.48 Securities: capital. At the end of the year, there were 3 securities companies in the city; There are 134 securities business departments. There are 38 listed companies in the domestic securities market in the city, including 3 newly issued stocks in China. In the whole year, 11 companies raised funds through the domestic securities market, with a financing amount of 15.558 billion yuan. Insurance: The insurance industry has developed rapidly. At the end of the year,There are 147 insurance intermediaries in the city, including 107 insurance agencies, 15 insurance brokerage companies and 25 insurance assessment companies. The annual premium income was 32.599 billion yuan, up by 5.4%. Among them, property insurance premium income was 8.476 billion yuan, an increase of 14.5%; Personal insurance premium income was 24.123 billion yuan, an increase of 2.5%. All kinds of insurance claims were paid and 7.951 billion yuan was paid, up by 19.0%. Among them, property insurance was 4.671 billion yuan, an increase of 22.6%; Personal insurance was 3.28 billion yuan, an increase of 14.3%. Real estate investment in real estate development has steadily increased. The real estate industry realized an added value of 70.579 billion yuan, an increase of 20.5%. The real estate development industry completed an investment of 81.734 billion yuan, an increase of 7.1%. The building construction area was 55,055,600 square meters, down by 0.7%. The completed housing area was 9,612,400 square meters, down 9.1%. The sales area of commercial housing (including affordable housing) was 13.7542 million square meters, an increase of 34.2%. The sales price of houses showed a trend of low before and then high. It stopped falling and rebounded from August, and rose rapidly in the fourth quarter. In December, it rose by 8.7% compared with the same month of the previous year, among which the newly-built commercial houses rose by 19.9%. Other service industries realized an added value of 216.478 billion yuan, accounting for 23.8% of the city’s regional GDP, an increase of 8.7% over the previous year;Among them, the annual added value of modern service industries such as business services, telecommunications, education, health and professional technical services all exceeded 10 billion yuan. III. Urban Construction and Management Infrastructure Construction The construction of modern urban infrastructure, which is hub-type, functional and networked, has been accelerated, and the carrying capacity of economic and social development has been enhanced. In the whole year, the urban areas (ten districts) completed urban construction with fixed assets investment of 42.42 billion yuan. At the end of the year, the total length of urban roads in urban areas (ten districts) reached 5497 kilometers, an increase of 1.2%; The total area of urban roads was 95.02 million square meters, an increase of 2.1%. During the year, the city’s subway mileage reached 147 kilometers. The comprehensive service level of public utilities has been continuously improved. The annual tap water sales volume was 1.529 billion cubic meters (10-zone caliber); The domestic water consumption is 1.151 billion cubic meters. By the end of the year, the total sales volume of urban gas was 1,561.06 million cubic meters (including liquefied gas, artificial gas and natural gas, in which liquefied gas and artificial gas were converted into natural gas calorific value), an increase of 11.8%. Environmental protection and governance The work of environmental protection and governance has been further strengthened. At the end of the year, there were 9 automatic ambient air monitoring stations in the city. In the whole year, there were 126 days when the urban air pollution index in Guangzhou was Grade I and 221 days when it was Grade II, accounting for 95.07% of the total number of days in the whole year, an increase of 0.81 percentage points over the previous year. The annual average concentration of inhalable particulate matter in urban areas is 0.070 mg/m3, which is 1.4% lower than the previous year.The annual average concentration of sulfur dioxide is 0.039 mg/m3, down by 15.2%; The annual average concentration of nitrogen dioxide is 0.056 mg/m3, which is the same as that of the previous year. The average equivalent sound level of environmental noise in urban areas is 55 decibels, which is the same as last year. The average equivalent sound level of urban traffic trunk lines is 69.2 decibels, up by 0.1 decibels. The water quality of Guangzhou reach of the Pearl River belongs to Class IV, reaching Class III standard in the wet season. Compared with 2008, the water quality of rivers in the city remained stable, and the activities of crossing the Pearl River were successfully held for four consecutive years. According to the index weight method, the water quality compliance rate of centralized drinking water sources is 98.82%, up by 0.02 percentage points over the previous year. According to the "one-vote veto method", the water quality compliance rate of centralized drinking water sources is 82.23%. An increase of 1.27 percentage points over the previous year. Social security: Vigorously strengthen the comprehensive management of social security. In the whole year, the number of criminal cases filed in the city was 59,900, down by 12.8%, and the cases of "two robberies" fell by 22.5%; The number of criminal cases solved in that year was 29,800, and the detection rate increased by 5.3 percentage points. There were 4,261 traffic accidents in the whole year, with 1,131 traffic accident deaths and a loss of 13,396,500 yuan, down by 21.4%, 8.8% and 20.6% respectively. There were 1202 fires in the whole year, resulting in 17 deaths and a loss of 12,758,200 yuan, down by 0.7%, flat and 2.6% respectively.IV. Adjustment of ownership structure and opening to the outside world All kinds of ownership economies have developed in an all-round way. Among the city’s regional GDP, the added value of the public sector of the economy was 449.993 billion yuan, an increase of 11.1%; The added value of the non-public sector of the economy was 461.283 billion yuan, up by 12.0%, accounting for 50.6% of the city’s regional GDP from 50.4% in the previous year. Among them, the added value of private economy was 316.444 billion yuan, an increase of 12.5%, accounting for 34.73% of the city’s regional GDP. Among the total industrial output value above designated size in the city, the total industrial output value of state-owned and state-controlled industrial enterprises was 454.130 billion yuan, an increase of 2.0%, accounting for 3.632% of the total industrial output value above designated size in the city; The total output value of industrial enterprises invested by foreign businessmen and businessmen from Hong Kong, Macao and Taiwan was 750.90 billion yuan, up by 13.8%, accounting for 60.06% of the total output value of industrial enterprises above designated size in the city. The total output value of joint-stock industrial enterprises was 291.364 billion yuan, an increase of 7.7%, accounting for 23.31%; The total output value of joint-stock cooperative industrial enterprises was 2.283 billion yuan, an increase of 7.4%, accounting for 0.18%. The total import and export volume of foreign trade was 76.737 billion US dollars, down 6.4%. Among them, the total export value of commodities was 37.405 billion US dollars, down by 13.0%; The total import volume of commodities was US$ 39.332 billion, up by 0.8%. The export of foreign investors and investment enterprises from Hong Kong, Macao and Taiwan reached 22.45 billion US dollars, down by 11.6%.Accounting for 60.0% of the city’s total commodity export value; State-owned enterprises exported $7.603 billion, down by 17.5%; Collective enterprises exported 465 million US dollars, down by 22.5%; The export of private enterprises was 6.757 billion US dollars, down by 12.0%. Table 7: Main categories of commodity import and export in 2009 Unit: The absolute number of billion US dollars increased or decreased (%) compared with the previous year. The total export volume of commodities was 767.37-6.4, 374.05-13.0, of which: general trade 160.28-16.4, processing trade 199.16-10.4, of which: mechanical and electrical products 200.10-11.4. The import value of high-tech products 76.021.7 is 393.320.8, of which: general trade 239.6419.9, processing trade 123.03-9.9, of which: mechanical and electrical products 163.793.2, high-tech products 83.266.9, and the actual utilization of foreign capital by foreign direct investment increased. The actual use of foreign direct investment in the whole year was 3.773 billion US dollars, an increase of 4.2%; 844 foreign direct investment projects (enterprises) were approved, down by 14.8%; The contracted foreign direct investment amounted to US$ 3.784 billion, down by 36.1%. In the whole year, 145 foreign investment projects with a total investment of more than 10 million US dollars were approved, with a contractual foreign investment of 3.757 billion US dollars.Decreased by 25.0%. In 2009, Guangzhou absorbed 844 foreign direct investment projects from 56 countries and regions. By the end of 2009, 170 of the world’s top 500 enterprises had entered Guangzhou, and 394 projects were set up with a total investment of 16.16 billion US dollars. At the end of the year, there were 9,250 foreign direct investment enterprises registered in Guangzhou Administration for Industry and Commerce, an increase of 0.1% over the end of last year. Foreign-invested enterprises set up 5916 branches (unincorporated) in Guangzhou, and foreign, Hong Kong, Macao and Taiwan enterprises set up 4019 permanent representative offices in Guangzhou. Table 8: Foreign Direct Investment by Sector and Its Growth Rate in Guangzhou in 2009; Name of Industry; Increase or decrease of contracted foreign capital (USD 10,000) compared with the previous year (%); increase or decrease of actually used foreign capital (USD 10,000) compared with the previous year (%). Total 378401-36.13773394.2 Agriculture, forestry, animal husbandry and fishery 1001-37.5796833.2 times of mining ………………………………………………………………………………………………………… The production and supply of gas and water is 81012.9153661.1 times that of the construction industry, 438-46.7265949.8 times that of the transportation, storage and postal industry, 23901-44.62591.6 times that of information transmission, Computer service and software industry 10511-67.98395-11.9 Wholesale and retail industry 12812.23037.8 Accommodation and catering industry-203 … 44452.3 Finance industry 50004 times 29517.2 times real estate industry 3066-79.440-36.0 Leasing and business service industry.5007.000000000806 Research, technical services and geological exploration industry 731183.029116.1 times water conservancy, environment and public facilities management industry 834-79.7247469.6 Residents service and other service industries 30-99.1240429.8 times education 2-94.96224.0 Health, social security and social welfare industry 132 …The pace of contracting projects, labor cooperation and overseas investment enterprises to "go global" has accelerated. In 2001, the turnover of foreign contracted projects and foreign labor cooperation was 388 million US dollars, an increase of 21.2%. The newly signed contracts for foreign contracted projects and foreign labor cooperation amounted to US$ 405 million, an increase of 33.5%. By the end of the year, 11 countries and regions were involved in Guangzhou’s foreign contracted projects and foreign labor cooperation. In the whole year, 74 overseas enterprises were added, and the Chinese side invested 418 million US dollars. The tourism industry is growing well. The total revenue of tourism in the whole year was 99.404 billion yuan, an increase of 18.7%. Among them, tourism foreign exchange income was 3.624 billion US dollars, up by 15.8%; Domestic tourism revenue was 74.652 billion yuan, an increase of 20.4%. The accommodation industry received 28.7941 million overnight visitors, an increase of 7.5%. Among them, there were 24,709,600 domestic tourists, an increase of 8.0%; The number of overseas tourists was 4.0845 million, an increase of 4.7%. The occupancy rate of major hotels is 58.9%. The number of tourists organized by travel agencies was 7,692,000, an increase of 3.6%. The main tourist attractions received 92.3929 million tourists, an increase of 64.1%. V. Science and technology and social undertakings Science and technology adhere to the strategy of rejuvenating the city through science and education, and the ability of scientific and technological innovation has been continuously enhanced. In 2001, 16,530 patent applications were accepted, an increase of 18.2%; Among them, there were 5042 invention patents, an increase of 24.6%, accounting for 30.5% of the applications. 11,095 patents were granted,An increase of 37.3%; Among them, 1,516 invention patents were granted, an increase of 35.1%. Scientific research institutions and teams are stable. At the end of the year, there were 16 academicians of China Academy of Sciences and 18 academicians of China Academy of Engineering. The city has 162 national, provincial and municipal engineering technology research centers; Among them, there are 12 national, 59 provincial and 91 municipal. There are 160 independent research and development institutions. There are 7 national and provincial university science parks. According to the new identification method, 359 high-tech enterprises in our city passed. The annual output value of industrial high-tech products was 410.385 billion yuan, an increase of 17.3%, accounting for 32.8% of the total industrial output value. The development of higher education was accelerated. At the end of the year, there were 76 colleges and universities in the city. In the whole year, 254,800 undergraduate and junior college students were enrolled; There are 796,000 students in school; There are 187,800 graduates. By the end of the year, there were 26 universities and scientific research institutions that trained graduate students in the city. Recruited 22,200 graduate students throughout the year; There are 60,100 graduate students in school; There are 15,300 graduate students. Basic education has been solidly promoted and educational reform has been deepened. 100% of the districts, county-level cities and 100% of the towns in the city have achieved the title of "Strong Education Area in Guangdong Province" and "Strong Education Town in Guangdong Province", and the Guangdong Provincial People’s Government has awarded Guangzhou the title of "Strong Education City in Guangdong Province". The first batch of 25 demonstration ordinary high schools in our city all passed the final supervision and acceptance organized by the Provincial Department of Education, and were named as "Guangdong National Demonstration Ordinary High Schools".. Students in ordinary high schools at provincial and municipal levels account for 90.10% (excellent degree) of students in ordinary high schools in the city. By the end of the year, there were 1,022 primary schools in the city with 828,900 students. There are 471 ordinary middle schools with 575,300 students; Among them, there are 174,400 students in ordinary high schools. There are 94 secondary vocational schools with 251,100 students. There are 84 technical schools with 242,000 students. The enrollment rate of school-age children in the city is 100%, the enrollment rate of junior high school graduates is 90.76%, and the enrollment rate of ordinary high school graduates is 85.43%. Actively develop diversified schools and continue to develop private education. At the end of the year, there were 29 private colleges and universities in the city with 229,000 students. 157 private ordinary middle schools with 95,200 students; There are 158 private primary schools with 245,800 students. New achievements have been made in cultural culture, journalism, publishing and radio, film and television. Successfully held the 7th China Music Golden Bell Award, 14th Guangzhou International Art Fair, 2009 China (Guangzhou) International Documentary Conference and other large-scale cultural exchange activities. In international and national professional literary awards, Guangzhou has won 63 awards. At the end of the year, there were 15 professional art performance groups in the city; There are 14 cultural centers and 164 cultural stations. 15 public libraries; The library has a total collection of 16,859,600 volumes. There are 28 archives, 31 museums and memorial halls, and 398 exhibitions.The number of visitors was 7.239 million. Four films were produced throughout the year. There are 2 radio stations and 3 TV stations in the city. The level of health care infrastructure has been improved. At the end of the year, there were 2341 health institutions of various types in the city (excluding 1079 village clinics); Among them, there are 224 hospitals, 19 centers for disease control and prevention, 15 health supervision institutes and 14 maternal and child health centers (institutes). Various health institutions in the city have a total of 59,100 beds; Among them, the hospital has 50,500 beds. There are 89,200 professional health technicians in the city; Among them, there are 32,900 medical practitioners (including assistant medical practitioners) and 35,100 registered nurses. All kinds of medical and health institutions in the city provided 101.87 million medical services to the society and 1.61 million discharge services, up by 10.9% and 11.8% respectively. The health level of residents has improved steadily. In the whole year, according to the statistics of resident population, the maternal mortality rate and infant mortality rate were 17.85/100,000 and 3.98‰ respectively. The network direct reporting system of infectious diseases in the city has been improved, and the emergency response capability of public health emergencies has been continuously enhanced, and 108 public health-related incidents have been handled in time. Rural health and urban community health services have been improved. The participation rate of farmers who participated in the new rural cooperative medical system reached 99.7% in the whole year, and 200,000 farmers who participated in the new rural cooperative medical system received a total of 324 million yuan of reimbursement compensation for the cooperative medical system. Among them, the number of hospitalization compensation reached 147,400, and the hospitalization compensation was 2,137 yuan/person.The amount of hospitalization compensation accounts for 34.7% of the total hospitalization expenses. Another 2,800 people received hospitalization medical assistance from the Cooperative Medical Security Assistance Fund, with an amount of 5.88 million yuan. By the end of the year, 128 community health service centers and 116 community health service stations had been built in the city, covering more than 97% of the streets in the city, and 92% of the community health service institutions in the city’s overall planning area were included in the scope of medical insurance. The cause of physical education and sports has developed vigorously, and competitive sports have achieved great success again. In the whole year, Guangzhou athletes won 29 world championships in 25 events, 15 Asian championships in 9 events and 94 national championships in 51 events. At the 11th National Games held in Shandong, Guangzhou athletes got 18 first, 24 second and 12 third, with a score of 814.985, ranking first among all participating athletes in the province. There were 1985 national fitness activities and various mass sports competitions at the city, district and street levels, an increase of 48.47%. A total of 6,669,800 people participated in various national fitness activities throughout the year, an increase of 38.26%. The annual sales of sports lottery tickets reached 1.544 billion yuan, an increase of 36.5%. A multi-level social security system of social security and welfare has basically taken shape. At the end of the year, there were 6,080,300 medical insurance participants in the city, including 777,600 retirees. Pension (municipal and regional), unemployment and work injury (municipal and regional)The number of people participating in maternity insurance reached 4,153,400, 3,121,000, 3,551,000 and 1,661,300 respectively. There are 626,900 retirees (municipal and district-owned) who enjoy the old-age insurance benefits in the city, and 22,700 unemployed people receive unemployment insurance benefits. There are 45,400 people enjoying the minimum living security for urban residents and 70,600 people enjoying the minimum living security for rural residents. Social welfare undertakings continued to develop. By the end of the year, there were 178 social welfare institutions with 24,300 beds. Among them, there are 80 private social welfare institutions with 13,000 beds. There are 6 rescue stations and 122 community service centers in the city. In the whole year, 19,200 disabled people were employed; Disabled people received 2081 vocational skills training. 6. Population, Employment and People’s Livelihood The population grew steadily. At the end of the year, the number of permanent residents in the city was 10,334,500, an increase of 152,500 or 1.5% over the end of the previous year. The birth rate is 8.76‰, the death rate is 4.43 ‰ and the natural growth rate is 4.33‰. Employment and unemployment have expanded various forms of employment channels, and the number of employees has increased. At the end of the year, there were 7,367,300 social workers in the city, an increase of 3.1% over the end of the previous year. Among them, there were 798,400 employees in the primary industry, down by 0.1%; There were 2,971,600 employees in the secondary industry, an increase of 3.4%; The number of employees in the tertiary industry was 3,597,300, an increase of 3.6%.There were 4,340,600 urban employees, an increase of 3.3%. Increase employment assistance and reduce the registered unemployment rate in cities and towns. At the end of the year, there were 278,800 registered unemployed people in cities and towns, an increase of 18,200 over the end of the previous year; The registered urban unemployment rate was 2.25%, down by 0.07 percentage points. In the whole year, 195,300 registered unemployed people in cities and towns were resettled; Among them, 69,500 "4050" workers (laid-off and unemployed women aged 40 and men aged over 50) were placed in jobs. The employment rate of registered unemployed people in cities and towns reached 70.07%. By the end of the year, there were 511 employment agencies approved by the labor and social security departments in the city, and 1.504 million job seekers registered with various labor intermediary service agencies. Residents’ income and expenditure, and the income level of urban and rural residents has been continuously improved. According to a sample survey of urban and rural households, the annual per capita disposable income of urban households was 27,610 yuan, an increase of 9.1%. After deducting the price factor, the real increase was 11.9%. The per capita net income of rural households was 11,067 yuan, an increase of 12.6%. After deducting the price factor, the real increase was 15.4%. The consumption expenditure of urban and rural residents has increased steadily. In the whole year, the per capita consumption expenditure of urban households was 22,821 yuan, up by 9.5%. After deducting the price factor, the actual increase was 12.3%. Among them, the service consumption expenditure was 8369 yuan, up 9.7%, accounting for 36.7% of the consumption expenditure. The Engel coefficient of urban residents is 33.2%. The per capita living expenditure of rural households is 7742 yuan,An increase of 13.2%. The Engel coefficient of rural residents is 43.9%. Table 9: In 2009, the average number of durable consumer goods owned by urban and rural households per 100 households increased or decreased (%) compared with the previous year. City color TV station 148-10.3 Air conditioner station 2413.0 Refrigerator station 103-1.9 Camera stand 1004.2 Mobile phone department 252-1.2 Home computer station 1248.8 Home car 1918.8 Combination audio set 73 Flat washing machine station 1011.0 II, Rural color TV station 131-1.1 Air conditioner station 10514.0 Refrigerator station 87-2.2 Camera stand 307.1 Motorcycle vehicle 118-12.7 Mobile telephone department 2436.0 Home computer station 5813.1 Shower water heater station 972.9 Fixed telephone department 94-7.3 The living conditions and living environment of urban and rural residents have been continuously improved. In the whole year, the completed area of commercial housing in the city reached 7,156,800 square meters. At the end of the year, the per capita living area in urban areas reached 20.93 square meters, an increase of 0.39 square meters over the end of the previous year; The per capita housing area of rural residents reached 40.59 square meters, an increase of 1.86 square meters. Note: 1. The statistics in this bulletin are preliminary statistics except that the population and residents’ income and expenditure are annual reports; 2. The absolute values of regional GDP, added value and total output value are calculated at current prices; The growth rate is not only calculated by the current price of the total output value of the construction industry,The rest are calculated at comparable prices. 3. The data from 2006 to 2008 in the statistical chart have been revised according to the results of the economic census.

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Changsha BMW 3 Series is on sale, the latest offer is 209,900! There are plenty of cars.

[car home Changsha Preferential Promotion Channel] The latest news is that a large-scale preferential activity is being carried out in Changsha, and the maximum discount can be 120,000 yuan, and the minimum starting price has been reduced to 209,900 yuan. For friends who are interested in buying BMW 3 Series, this is a rare opportunity. In order to get more discounts, we suggest that you click the "Check Car Price" button in the quotation form to get a higher discount amount.

长沙宝马3系正在优惠,最新报价20.99万!现车充足

The exterior design of BMW 3 Series shows its unique charm as a luxury medium-sized car. In the front part, the iconic kidney-shaped air intake grille adopts a wider design, which enhances the visual impact of the vehicle, and with sharp LED headlights, it creates a strong sports atmosphere. Overall style, the lines of BMW 3 Series are smooth, and the waistline on the side of the car body extends from the front to the rear, which outlines the dynamic body outline. With the low body posture and large-size rims, the whole car looks elegant and dynamic, which perfectly interprets the sports genes of BMW brand.

长沙宝马3系正在优惠,最新报价20.99万!现车充足

The body size of BMW 3 Series is 4728*1827*1452mm, the wheelbase is 2851mm, the front track is 1583mm and the rear track is 1568 mm.. It uses smooth side lines and 18-inch rims, with 225/45 R18 in front of tyre size and 255/40 R18 in rear of tyre size, showing a sporty and elegant style.

长沙宝马3系正在优惠,最新报价20.99万!现车充足

The interior of BMW 3 Series is elegant and full of scientific sense. The center console is equipped with a 14.9-inch touch screen, which supports the voice recognition control of multimedia system, navigation, telephone, air conditioner and window, making the operation more convenient. The steering wheel is made of genuine leather, with manual up-and-down and forward-and-backward adjustment functions, ensuring that the driver can find the most comfortable grip position while driving. The front seat is made of imitation leather. The main driver’s seat has the functions of front and rear adjustment, backrest adjustment, height adjustment (4-way), leg rest adjustment and lumbar support (4-way). The co-pilot seat also has these adjustment methods. The front seat also has heating function, which provides a comfortable ride experience for cold weather. In addition, the car is also equipped with mobile phone wireless charging function, as well as two USB and Type-C interfaces in the front row and the back row, which is convenient for passengers to use electronic equipment.

长沙宝马3系正在优惠,最新报价20.99万!现车充足

The BMW 3 Series is equipped with a 2.0T turbocharged engine with a maximum power of 245 HP and a peak torque of 400 Nm, which provides ample power output for the vehicle. Matching this powerful engine is a smooth and reliable 8-speed automatic manual transmission, which ensures that drivers can get excellent driving experience in all kinds of driving conditions.

The owner of car home said that the exterior design of BMW 3 Series was very handsome, which made him feel very satisfied. Even though he initially planned to choose the Audi S4, he was finally attracted by the shape of the 3 Series. He said with emotion, "It’s hard to buy a thousand dollars. I like it!"

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Xiangcheng Wanda Plaza officially opened

The opening ceremony of Xiangcheng Wanda Plaza was held
The opening ceremony of Xiangcheng Wanda Plaza was held

  At 9 am on September 29, the much-watched Xiangcheng Wanda officially opened for business, with more than 100 brands settled in, meeting the diverse consumer needs of the public such as social interaction, culture, tourism, food, entertainment, and shopping.

  Xiangcheng Wanda Plaza is located in the south of Ruijing Road and north of Xiyuan Lake Ecological Park. It is positioned as the center of urban exquisite life. The total construction area of the project is more than 80,000 square meters, with nearly 60,000 square meters of commercial space, including a 4-story shopping mall and 7 two to three-story block businesses, with 800 parking spaces. Among them, the shopping center has a rich brand format such as boutique supermarkets, children’s early education parks, food social, and boutique clothing, and the block business focuses on creating urban benchmark social space. (Reporter, Huang Zijun, text/photo)

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Deng Chao comforted Baober to quit "Running Man": I believe we will meet again

Deng Chao Weibo

Bao Bell Weibo


??1905 movie network news Recently, Bao Bell admitted to quitting. He posted on Weibo saying "Goodbye, Running Man!", indicating that he withdrew due to scheduling issues. The new member of the Running Man Group to replace Bao Bell is Lu Han.

??In the Weibo video, Bao Bell had tears in his eyes and choked up several times, explaining that he could not participate in the third season of Running Man due to schedule reasons. He also thanked the program staff and Deng Chao, Li Chen, Chen He, Wang Zulan, Angelababy, and Zheng Kai one by one in the video.

    "Hello everyone, I’m Bao Bell, the bag of the schoolbag, the precious Bei, from Harbin, can you recognize me? I may not participate in the next season of Running Man because of the schedule. I would like to thank Zhejiang Satellite TV and the staff of" Running Brothers "for taking care of me and choosing me who is not so good. The second thank you is to the audience who like me. You have given me a lot of encouragement and support, which has given me the confidence to record these 12 episodes of Running Man and let me play like a child. Finally, thank you" Six ", we are family."

    "Thank you Chao, when I feel the hardest, you help me tell me how to be a good person. Thank you baby, when someone attacks me, you are the first to stand up for me. Thank you Li Chen, you let me know what strength is and what perseverance is. Thank you Chen He, every time I have something to do, you are the first to come out and stand by my side. Thank you Zu Lan, your heart is like an angel. You will make everyone happy. Thank you Zheng Kai, although we are all from" To Youth ", I am a little jealous every time I see you, because you are so excellent, so handsome, so happy, so good." In the end, Baobert choked up: "So people who hate me won’t see me on Running Man, and people who like me will see me in more film and television works."

??In this regard, Deng Chao, a member of "Running Man", took the lead in posting a message on Weibo to comfort "Xiao Bao, don’t cry, I will feel distressed to see you cry", and also said that we will meet again in the future. Deng Chao is rarely serious, and his words are sincere and affectionate. Users have praised: "You two are real brothers" and "It seems that you have said the most emotional words".


Deng Chao Weibo Original:

??Xiao Bao, don’t cry, I will feel distressed to see you cry. At this time, you remind me of the time when you painted the wall, you and I fought side by side for dozens of days and still parted ways. Life may be like this. Since fate soon arranged for us to meet in Running Man, we have reason to believe that we will meet again soon. When you are outside logging, there must be times when you are tired, don’t forget to go back to logging.