What is the history of technical analysis?
Technical analysis, often abbreviated as TA, is a method of evaluating securities by analyzing statistical patterns and trends in their price movements. This approach has a rich history that dates back to the early days of stock trading and has evolved significantly over the years. Understanding the history of technical analysis provides valuable insights into how this method has developed and how it is used today.
Early Beginnings
The roots of technical analysis can be traced back to the late 19th century, with the pioneering work of Charles Dow. Often referred to as the father of technical analysis, Dow introduced the concept of charting. He believed that the market's past behavior could be used to predict future trends. Dow's ideas laid the foundation for what would later become a comprehensive approach to market analysis.
In the early 20th century, William Hamilton expanded on Dow's ideas by developing the Dow Theory. This theory focuses on the relationship between the Dow Jones Industrial Average and the Dow Jones Transportation Average. Hamilton's work helped to formalize the principles of technical analysis and provided a framework for understanding market trends.
Development and Evolution
The 1920s and 1930s saw a surge in interest in technical analysis. During this period, publications like "The Wall Street Journal" and "The Financial Chronicle" began featuring charts and analysis, making technical analysis more accessible to the general public. This era marked the beginning of widespread use of charting techniques to analyze market behavior.
The 1940s and 1950s were a period of significant advancement in technical analysis. During World War II, the field became more sophisticated with the introduction of new tools and techniques. One of the most notable contributions during this time was the work of Ralph Nelson Elliott, who developed the Elliott Wave Theory. This theory posits that market prices move in predictable wave patterns, which can be used to forecast future price movements.
The 1960s and 1970s brought further evolution to technical analysis, driven by the advent of computers and electronic trading systems. This period saw the development of various technical indicators, such as moving averages and the relative strength index (RSI), which were introduced by J. Welles Wilder. These tools provided traders with more precise methods for analyzing market trends and making informed trading decisions.
Modern Era
The 1980s and 1990s witnessed a significant increase in the use of technical analysis, thanks to advancements in technology. The introduction of software programs like MetaStock and Thinkorswim made it easier for traders to analyze charts and execute trades. These tools democratized access to technical analysis, allowing individual traders to compete with institutional investors.
The 21st century has seen a proliferation of technical analysis tools and platforms. The rise of social media and online trading platforms has made it easier for individuals to access and use technical analysis tools. Recent developments include the integration of artificial intelligence (AI) and machine learning (ML) into technical analysis, enabling more sophisticated pattern recognition and predictive models. These technologies can analyze vast amounts of data, identify complex patterns, and predict market movements more accurately than traditional methods.
Key Facts and Dates
Several key milestones mark the history of technical analysis:
- 1923: The first stock chart is published in "The Wall Street Journal."
- 1938: Ralph Nelson Elliott publishes "The Wave Principle," introducing the Elliott Wave Theory.
- 1950s: The first computerized trading systems are developed.
- 1960s: The relative strength index (RSI) is introduced by J. Welles Wilder.
- 1980s: The first commercial software for technical analysis is released.
- 1990s: The internet and online trading platforms become widely available, increasing access to technical analysis tools.
- 2000s: AI and ML begin to be integrated into technical analysis.
Recent Developments
The integration of AI and ML into technical analysis has become increasingly prevalent. These technologies can analyze vast amounts of data, identify complex patterns, and predict market movements more accurately than traditional methods. The availability of large datasets and cloud computing has further enhanced the development of sophisticated algorithms and models, improving the accuracy of technical analysis.
However, the increasing reliance on AI and ML in technical analysis raises concerns about overfitting and the potential for false positives. Traders must balance the benefits of advanced technology with the need for human judgment. Additionally, the integration of AI and ML into technical analysis could exacerbate market volatility if these systems react too quickly to market movements, potentially amplifying price swings.
Regulatory bodies have also been scrutinizing the use of technical analysis in trading, particularly in the context of high-frequency trading and algorithmic trading. This has led to increased transparency and compliance requirements for traders using technical analysis. As regulatory bodies continue to monitor the use of technical analysis, traders may face stricter guidelines and increased scrutiny, which could impact their ability to use these tools effectively.
Conclusion
Technical analysis has a rich history that spans over a century, evolving from simple charting techniques to sophisticated AI-driven models. The recent integration of AI and ML has significantly enhanced the accuracy and efficiency of technical analysis, but it also raises concerns about overreliance on technology and market volatility. As the field continues to evolve, it is crucial for traders to remain aware of these developments and their potential impact on the market. By understanding the history and evolution of technical analysis, traders can better appreciate the tools and techniques available to them and make more informed trading decisions.
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0.000225 | -0.44% | |
0.00000003788 | -4.99% | |
0.00802 | -14.13% | |
0.000953 | 1.06% | |
0.1417 | -8.17% | |
0.00253 | 20.48% | |
2.500 | -4.07% | |
0.000530 | -0.19% | |
0.07129 | -8.78% | |
0.04214 | -5.98% | |
0.1754 | -6.95% | |
107.8795 | -0.51% | |
0.680 | -7.10% | |
0.5311 | -3.45% | |
0.000042 | 2.44% | |
0.000267 | 0.38% | |
0.0000384 | -2.78% | |
0.685 | -7.06% | |
0.00028844 | -1.06% | |
0.00991 | 6.10% | |
0.01614 | -3.64% | |
0.1409 | 0.79% | |
0.000350 | -5.91% | |
17.91 | -3.40% | |
0.00000000384 | 1.32% | |
0.0000711 | 1.14% | |
0.7860 | -12.64% | |
0.000000005291 | -20.45% | |
0.00000004286 | -10.58% | |
0.001140 | 0.00% | |
0.00004698 | -1.41% | |
0.1018 | -5.65% | |
3.507 | -9.64% | |
0.00159 | 1.27% | |
0.000405 | 0.50% | |
0.3430 | -12.72% | |
0.00155549 | 0.00% | |
0.01552 | 0.78% | |
1.264 | -8.80% | |
0.0030000 | -0.56% | |
0.04805 | -29.33% | |
0.012803 | 15.70% | |
0.0000000001234 | -9.73% | |
0.03072 | -6.88% | |
0.008710 | -5.22% | |
0.00152 | 0.00% | |
0.01857 | -12.20% | |
0.3546 | 0.60% | |
0.01765 | -13.57% | |
0.7733 | -11.59% | |
0.00011773 | 16.52% | |
0.00486 | 0.00% | |
4.4022 | 0.00% | |
0.10555 | 0.86% | |
0.2258 | 0.40% | |
0.000723 | -8.02% | |
2.9133 | -2.51% | |
0.000589 | 7.29% | |
0.0564 | -3.75% | |
0.000147 | -2.65% | |
0.0006110 | -11.19% | |
0.04119 | 0.15% | |
0.05133 | -18.08% | |
0.002257 | -4.69% | |
0.000005 | -54.55% | |
0.01485 | -22.78% | |
0.02209 | -6.79% | |
0.00078 | -4.88% | |
0.00002828 | -24.26% | |
0.0004547 | -11.33% | |
39.33 | -6.33% | |
0.0618 | 0.32% | |
0.05400 | -3.17% | |
1.865 | -4.70% | |
0.00001806 | 0.06% | |
0.000003724 | -11.98% | |
0.04927 | -12.95% | |
0.001358 | -5.50% | |
0.00618 | 15.08% | |
0.270 | -7.85% | |
0.00000012075 | -4.35% | |
0.1812 | -3.36% | |
0.002171 | -16.88% | |
0.000007810 | -0.38% | |
0.6106 | -4.61% | |
0.1746 | -2.57% | |
0.01010 | -2.42% | |
0.01677 | -3.62% | |
0.01448 | -4.67% | |
0.4372 | -4.62% | |
0.07698 | -5.06% | |
0.001170 | -10.34% | |
0.00230 | -1.29% | |
0.007800 | -2.15% | |
0.000000045332 | -2.94% | |
1.0563 | -15.24% | |
0.9749 | -6.29% | |
0.01163 | -10.54% | |
0.00006161 | 2.51% | |
0.03478 | -9.66% | |
0.0765 | -14.72% | |
0.006348 | 13.30% | |
5.214 | -4.58% | |
0.002276 | -0.39% | |
0.00275 | -23.40% | |
0.00452 | -21.25% | |
0.000220 | 12.82% | |
0.12348 | 1.66% | |
0.518 | -2.26% | |
0.0005800 | -15.94% | |
0.00218 | -9.17% | |
0.05978 | 0.00% | |
0.003969 | -4.93% | |
0.2159 | -3.66% | |
378.2 | -0.76% | |
9.057 | -9.09% | |
0.00003387 | -0.47% | |
0.00201 | 0.00% | |
0.001071 | -2.19% | |
0.00002926 | 0.00% | |
0.03916 | -3.17% | |
0.001717 | -9.01% | |
0.001467 | -13.50% | |
0.001223 | 2.43% | |
0.0000168 | 23.53% | |
0.002329 | -6.01% | |
0.004300 | -13.95% | |
0.000000003694 | -6.41% | |
0.07317 | -6.71% | |
0.017509 | -7.46% | |
0.00000002888 | -11.03% | |
0.016241 | 16.25% | |
0.015292 | 17.79% | |
0.4621 | -5.83% | |
0.000566 | -1.39% | |
0.00316 | -19.80% | |
0.5896 | -4.86% | |
0.05285 | -8.72% | |
0.1214 | -12.22% | |
0.0032557 | -13.23% | |
1.089 | -7.48% | |
1.0959 | -8.68% | |
6.408 | -14.06% | |
0.0936 | 13.59% | |
0.000447 | 0.00% | |
0.004381 | -10.19% | |
0.02239 | -0.75% | |
0.1001 | -11.02% | |
0.000206 | -2.83% | |
0.0000490 | -2.97% | |
0.004460 | -1.46% | |
0.2812 | -3.67% | |
0.00000000579 | -4.77% | |
0.217 | -7.66% | |
0.00838 | -4.77% | |
45.69 | -4.07% | |
0.004223 | -14.13% | |
0.006727 | 34.35% | |
3.3530 | 3.19% | |
0.2165 | -2.57% | |
0.01396 | -3.92% | |
0.024048 | 1.94% | |
0.4198 | -1.01% | |
0.1775 | -9.30% | |
0.0000000355 | -10.35% | |
3347.52 | -0.16% | |
0.0756 | -4.91% | |
0.03422 | -8.36% | |
0.00002826 | -8.69% | |
0.002593 | 4.94% | |
0.00000006907 | -10.45% | |
0.1103 | -7.85% | |
0.001625 | -24.38% | |
0.0720 | -3.23% | |
0.09584 | -1.75% | |
0.0002990 | -1.39% | |
0.03173 | -7.65% | |
0.004056 | -10.36% | |
0.02299 | -1.08% | |
3.199 | 3.83% | |
0.11797 | -0.69% | |
0.000050 | 38.89% | |
0.1118 | -4.69% | |
0.7978 | -15.07% | |
0.13412 | -10.28% | |
0.0939 | -4.96% | |
0.00010000 | -23.65% | |
0.1473 | -4.84% | |
0.1232 | -3.98% | |
0.03892 | -9.78% | |
0.1013 | -6.55% | |
0.7347 | -2.82% | |
0.000140 | 0.00% | |
0.003894 | -10.91% | |
0.00993 | 16.69% | |
0.000067 | -9.46% | |
0.0000144617 | 3.92% | |
0.01964 | -11.29% | |
0.02083 | -7.79% | |
0.001188 | -1.25% | |
0.01280 | -2.22% | |
0.01117 | -13.88% | |
0.0827 | -6.55% | |
0.03070 | -8.14% | |
0.02374 | -11.62% | |
0.000274 | -1.44% | |
0.2804 | 0.29% | |
0.74029 | -0.01% | |
0.0000304 | -22.05% | |
0.00229987 | -0.01% | |
0.3684 | -8.24% | |
0.6363 | 0.00% | |
0.2084 | 0.53% | |
0.00000142 | -30.39% | |
7.84 | -1.63% | |
0.018810 | 4.70% | |
0.4992 | 3.01% | |
0.004700 | -7.75% | |
1834 | -6.52% | |
0.0679 | -7.62% | |
0.0000001544 | -3.86% | |
0.00466 | 0.00% | |
0.00005090 | -3.34% | |
0.0004891 | -3.74% | |
0.03564 | -5.06% | |
0.0565 | -10.17% | |
0.04165 | -15.88% | |
16.57 | -6.91% | |
0.0947 | -0.21% | |
0.002560 | -2.18% | |
13.2110 | -5.53% | |
0.01382 | -3.09% | |
0.03615 | -0.33% | |
0.0701 | 18.41% | |
0.1609 | -6.02% | |
0.005164 | -13.02% | |
0.745 | -4.61% | |
1.8048 | -3.54% | |
0.002521 | -12.04% | |
0.00002600 | 17.65% | |
0.00493 | -0.80% | |
0.1097 | 1.11% | |
0.04346 | -8.62% | |
1.920 | -6.71% | |
0.005815 | -10.69% | |
0.01825 | 2.59% | |
1.7000 | -15.00% | |
0.0014104 | -10.17% | |
0.001606 | -5.81% | |
0.1007 | 1.21% | |
0.1648 | -2.83% | |
0.0175414 | 0.97% | |
0.1955 | -0.61% | |
0.0411 | -3.52% | |
0.334 | 0.91% | |
0.003029 | -3.93% | |
0.002339 | -7.66% | |
0.02722 | -7.29% | |
0.04029 | -3.82% | |
0.001576 | -9.27% | |
0.001185 | -5.28% | |
0.1385 | -4.55% | |
0.0000337 | 41.00% | |
0.001079 | -21.87% | |
0.0424 | -4.93% | |
0.006916 | -5.23% | |
0.02133 | -2.34% | |
0.01487 | -13.29% | |
0.001241 | 17.52% | |
0.013999 | -3.54% | |
0.00367 | -15.63% | |
0.3222 | -5.90% | |
0.06166 | -0.95% | |
0.001574 | -1.32% | |
0.1095 | -32.78% | |
0.4512 | -3.90% | |
0.1712 | -17.65% | |
0.002613 | 2.43% | |
2.106 | -6.44% | |
0.01117 | -12.94% | |
0.001345 | -4.81% | |
0.02134 | -13.08% | |
0.00396 | -8.76% | |
0.06401 | 11.15% | |
0.00001834 | -1.56% | |
0.00422 | -18.22% | |
0.02086 | -6.92% | |
0.1841 | -4.36% | |
0.001009 | -10.71% | |
0.003849 | -1.76% | |
0.005990 | 1.75% | |
0.3295 | -2.02% | |
0.0781 | -3.58% | |
0.03653 | -10.88% | |
0.01020 | -2.58% | |
0.6411 | -3.87% | |
0.02304 | -10.59% | |
9.81 | -1.41% | |
0.1550 | -6.91% | |
1.2347 | 0.00% | |
0.001749 | 15.90% | |
1.0724 | -2.51% | |
22.43 | -1.84% | |
0.000124 | 4.20% | |
0.002031 | -12.19% | |
0.01995 | -3.53% | |
0.1730 | -7.24% | |
0.001531 | -6.25% | |
0.0790 | -7.17% | |
0.001220 | 16.63% | |
0.1049 | -5.67% | |
0.1145 | 0.44% | |
0.0331 | -7.02% | |
0.1026 | -8.39% | |
0.00002058 | -1.58% | |
0.0031 | -18.42% | |
0.1264 | 2.35% | |
6.26 | -3.54% | |
0.000670 | 4.69% | |
0.004567 | -6.72% | |
0.15693 | -1.83% | |
0.002013 | -9.20% | |
0.13537 | -0.18% | |
0.000416 | -10.92% | |
0.1540 | -6.95% | |
0.0529 | -7.03% | |
0.001718 | -9.10% | |
0.000001313 | -1.20% | |
0.00981 | 0.00% | |
0.01478 | -7.04% | |
0.4937 | -8.23% | |
0.02046 | 0.79% | |
0.002174 | -18.79% | |
0.0320 | 6.67% | |
0.004459 | -21.47% | |
0.04097 | -11.61% | |
0.0005030 | -6.56% | |
0.01073 | 127.33% | |
0.000839 | 15.41% | |
0.0003183 | 2.35% | |
0.02213 | -3.61% | |
0.02136 | -3.83% | |
0.003469 | -9.78% | |
0.763 | -7.74% | |
0.3272 | -3.57% | |
0.03884 | -11.24% | |
21.15 | -4.04% | |
0.1432 | -9.42% | |
0.004243 | -11.90% | |
0.0000135 | -4.93% | |
0.00000000001834 | 8.84% | |
0.0813 | -7.51% | |
0.0317 | -10.70% | |
0.00452 | -3.62% | |
0.1220 | 4.81% | |
0.0717 | 0.28% | |
0.00005391 | -0.46% | |
0.8739 | -4.91% | |
0.00716 | -8.09% | |
0.002606 | -5.27% | |
11.95 | -2.45% | |
0.03111 | -3.62% | |
17.0000 | -12.75% | |
0.002070 | -1.62% | |
3267.00 | 0.00% | |
0.00000226 | -5.83% | |
0.004754 | 6.02% | |
0.001571 | 3.63% | |
9.065 | 0.70% | |
0.8728 | -2.23% | |
0.00311 | -8.80% | |
0.008482 | -0.80% | |
0.0601 | -2.59% | |
0.000339 | -11.95% | |
0.000625 | -12.10% | |
0.0307 | 11.23% | |
15.915 | -2.56% | |
0.3073 | -4.83% | |
0.00000000881 | -5.67% | |
0.000230 | 0.00% | |
0.0468 | 0.65% | |
0.1507 | -6.51% | |
0.29611 | 18.23% | |
0.724 | -4.36% | |
0.0009291 | 8.03% | |
0.007559 | -10.53% | |
0.0012790 | -9.90% | |
0.002877 | -8.02% | |
0.0000005171 | -9.31% | |
0.000003600 | 107.97% | |
0.002578 | -1.34% | |
0.000945 | -11.27% | |
2.025 | -6.29% | |
0.16202 | -5.47% | |
0.05677 | -4.25% | |
0.0285 | -1.04% | |
24.86 | -11.44% | |
0.1900 | -3.50% | |
0.6799 | -2.61% | |
3.764 | -0.66% | |
0.0541 | -3.74% | |
0.003646 | -4.28% | |
0.007585 | -7.13% | |
14.10 | -8.56% | |
0.002467 | 6.34% | |
0.00659 | -7.05% | |
0.0002069 | 8.84% | |
0.002150 | 18.26% | |
0.00117 | -6.40% | |
0.002896 | -23.41% | |
0.000006583 | -8.77% | |
0.6037 | 0.03% | |
0.10624 | -6.73% | |
0.9500 | 0.20% | |
0.02320 | -7.35% | |
0.03616 | -2.27% | |
111.12 | -2.47% | |
0.016354 | 4.47% | |
0.00000000000036 | -7.69% | |
0.00237 | -15.96% | |
0.000556 | 3.35% | |
0.00668 | -6.18% | |
0.2013 | -4.28% | |
0.01094 | -9.59% | |
0.0015900 | -1.85% | |
0.0000086 | -42.67% | |
0.00002993 | -13.35% | |
0.0004134 | -0.77% | |
0.03308 | -9.84% | |
0.005053 | 2.85% | |
1.023 | -3.85% | |
0.276 | -3.50% | |
0.005641 | -3.29% | |
0.044361 | -2.37% | |
1.6230 | -3.14% | |
0.05575 | -10.40% | |
14.92 | -3.12% | |
0.0000000268 | -24.29% | |
0.00053 | 1.92% | |
0.0231 | -2.12% | |
0.1694 | -2.87% | |
0.0022644 | -9.62% | |
0.004049 | 1.23% | |
0.006643 | -9.21% | |
0.0510 | -4.85% | |
0.00567 | -8.55% | |
0.08253 | 3.19% | |
48.321 | -2.51% | |
12.60 | -4.04% | |
0.2156 | 0.42% | |
0.000093 | -38.00% | |
0.4458 | 2.20% | |
0.04958 | -7.71% | |
0.000007103 | -9.56% | |
0.012203 | 2.08% | |
0.000394 | 0.00% | |
0.1358 | -6.73% | |
0.663 | -0.30% | |
2.542 | -9.31% | |
0.1614 | -6.97% | |
0.02365 | 18.67% | |
0.000947 | -3.27% | |
0.00625 | -4.14% | |
0.0000000366 | 10.57% | |
0.00002700 | 4.01% | |
0.000020 | -9.09% | |
0.007407 | -10.49% | |
0.1471 | -7.08% | |
0.195 | -2.01% | |
0.1615 | 4.19% | |
0.00494 | -3.14% | |
0.632 | -1.71% | |
0.465 | 2.20% | |
0.0001728 | 4.03% | |
0.2100 | 50.00% | |
6.12 | -2.24% | |
4.6979 | 0.60% | |
0.008006 | -2.40% | |
0.0900 | 0.00% | |
4.0466 | -2.08% | |
0.00003292 | -15.20% | |
0.0832 | -0.24% | |
0.0009 | -10.00% | |
0.0883 | 0.11% | |
0.003739 | 0.86% | |
0.05065 | 0.96% | |
0.004115 | -9.56% | |
0.03598 | -9.28% | |
0.000056 | 0.00% | |
0.001304 | -5.37% | |
0.0909 | 68.65% | |
2.421 | -3.70% | |
0.0577 | -10.54% | |
0.0012 | -20.00% | |
0.000577 | 3.41% | |
0.00000078 | -11.36% | |
0.003022 | 8.86% | |
0.2716 | -5.56% | |
0.511 | 0.00% | |
0.04590 | 1.10% | |
0.372 | -2.36% | |
0.001985 | -7.85% | |
0.000824 | 0.12% | |
0.02427 | -2.53% | |
0.579 | -4.93% | |
0.002146 | 1.95% | |
0.0000013302 | -5.75% | |
0.00005737 | -4.43% | |
0.487 | -3.18% | |
0.0640 | -18.68% | |
0.00034 | 0.00% | |
0.000819 | -0.49% | |
0.022746 | -7.96% | |
14.5848 | 0.73% | |
0.0493 | -3.71% | |
0.0148 | 8.82% | |
0.1685 | -4.64% | |
0.000973 | -11.79% | |
0.000915 | -1.93% | |
0.14537 | -4.28% | |
6.220 | -1.29% | |
0.000001037 | 9.16% | |
0.00001 | 0.00% | |
1.099 | -12.50% | |
0.0703 | -5.26% | |
0.04230 | -8.10% | |
0.0149 | -9.70% | |
0.000000000999 | 30.76% | |
0.6681 | -2.45% | |
0.00331 | -41.93% | |
0.000601 | -4.30% | |
0.0772 | -3.26% | |
0.9996 | -0.02% | |
0.000642 | -4.04% | |
0.0000000004457 | -7.26% | |
0.000908 | 0.11% | |
0.06811 | 2.95% | |
0.6442 | -2.60% | |
0.3857 | -5.44% | |
0.00148 | -0.67% | |
0.00686 | -6.54% | |
0.000150 | -5.66% | |
0.0000225000 | -1.10% | |
0.01099 | 4.57% | |
8.68 | -5.45% | |
0.000192 | 0.52% | |
0.0000578 | -2.69% | |
0.0542 | -5.24% | |
0.01771 | 2.13% | |
0.00824 | -4.96% | |
0.003664 | -3.02% | |
0.000000036 | -2.70% | |
0.1056 | 5.18% | |
0.2050 | -2.80% | |
0.00515 | -4.28% | |
0.004136 | -1.66% | |
0.03700 | -0.13% | |
18.25 | -5.93% | |
0.0416 | -6.31% | |
0.00002186 | -47.83% | |
0.01889 | -3.97% | |
0.001138 | -4.53% | |
0.00003072 | -9.73% | |
1.5198 | -8.06% | |
0.3075 | -3.00% | |
0.0308 | -5.81% | |
0.05633 | -3.91% | |
0.000417 | -0.95% | |
0.0004573 | 5.03% | |
0.000737 | -6.11% | |
7.581 | -1.62% | |
0.00015 | 0.00% | |
0.00965 | -11.55% | |
1.128 | -4.65% | |
0.1311 | -5.89% | |
0.5681 | -3.24% | |
0.07267 | -8.26% | |
0.000296 | -1.33% | |
0.000000000626 | -42.14% | |
0.001290 | -11.16% | |
0.0457 | -8.78% | |
0.8675 | -5.64% | |
0.03290 | 2.11% | |
0.000540 | 6.30% | |
0.0009 | 80.00% | |
0.001706 | -0.52% | |
0.002045 | -4.26% | |
0.002223 | -1.33% | |
0.07010 | -6.47% | |
0.0000718 | -0.14% | |
0.000755 | -72.04% | |
0.0004 | 33.33% | |
0.01644 | -0.60% | |
0.00603 | -3.67% | |
0.001902 | -5.51% | |
0.0015 | 36.36% | |
0.0000210000 | 0.00% | |
0.0236 | -47.56% | |
0.5059 | 0.20% | |
0.1714 | 0.88% | |
0.0003 | 0.00% | |
2.154 | -3.41% | |
0.000000050 | -42.53% | |
0.01354 | -0.73% | |
0.02994 | -2.48% | |
0.000886 | 0.00% | |
0.000029 | 0.00% | |
0.02558 | -1.92% | |
0.0801 | 0.25% | |
0.37473 | -5.28% | |
0.00669 | 0.60% | |
0.000028 | 12.00% | |
0.2422 | -6.81% | |
0.001292 | 2.30% | |
0.0150 | -2.60% | |
0.000000000003930 | 34.18% | |
0.000064002 | -28.89% | |
0.00485 | -8.49% | |
0.02086 | -0.95% | |
0.1027 | -4.11% | |
0.004200 | 0.00% | |
0.000000001553 | -0.70% | |
0.01101 | -15.76% | |
0.001887 | -12.07% | |
0.00292 | -6.41% | |
1.075 | -1.92% | |
0.000505 | 37.98% | |
0.0000127 | 2.42% | |
0.008862 | 1.03% | |
0.05690 | -1.16% | |
0.002303 | -4.44% | |
0.2013 | -58.27% | |
0.050463 | -16.45% | |
0.0809 | 0.12% | |
1.4650 | -9.92% | |
0.00005044 | 0.00% | |
0.012600 | -28.00% | |
0.3205 | -1.93% | |
0.4808 | -5.47% | |
0.000200 | -38.27% | |
7.74 | -3.97% | |
3144.29 | -2.35% | |
0.000811 | 1.38% | |
0.000415 | -43.15% | |
0.0007 | 0.00% | |
0.02264 | 1.89% | |
0.000000001069 | -15.76% | |
0.004323 | 8.08% | |
0.00000002851 | 0.00% | |
0.000002761 | -0.61% | |
0.07710 | 0.14% | |
0.0846 | -6.42% | |
0.7579 | -5.03% | |
0.02224 | -4.59% | |
0.04244 | -3.46% | |
0.9993 | 0.00% | |
0.005368 | -17.91% | |
0.0001754 | -2.50% | |
0.000424 | 0.00% | |
0.0638 | -6.59% | |
0.0975 | -14.40% | |
0.0000000000000513 | 2.19% | |
0.04775 | -7.69% | |
0.002303 | -29.40% | |
0.000011 | -8.33% | |
0.00000045 | 2.27% | |
0.0038 | -15.56% | |
0.001420 | 18.33% | |
0.0030900 | -0.32% | |
0.001575 | 5.99% | |
2.3000 | 0.00% | |
0.00999 | -3.29% | |
0.000097 | -3.96% | |
0.1429 | -5.80% | |
0.00000000000011 | 0.00% | |
0.00000000000191 | 7.30% | |
0.0107 | 1.90% | |
0.6541 | -1.74% | |
0.01000 | -2.25% | |
0.00000000008420 | -0.12% | |
0.001997 | 32.87% | |
0.00150 | -15.73% | |
0.002399 | -12.38% | |
0.01687 | 0.72% | |
0.0000000042023 | 0.04% | |
0.0000812 | -2.52% | |
0.00180 | 0.00% | |
0.00002123 | 133.81% | |
0.001277 | -12.83% | |
0.000069051 | 0.73% | |
0.00000000036 | 0.00% | |
0.000670 | 37.01% | |
0.2431 | 0.00% | |
0.00082 | -1.20% | |
0.001801 | -7.88% | |
0.000033 | -2.94% | |
0.0053 | -62.14% | |
0.00700 | 0.00% | |
0.00000000000139 | 0.00% | |
0.000989 | 97.80% | |
0.005320 | 0.00% | |
0.000153 | -17.30% | |
0.0015 | -6.25% | |
0.000689 | 6.00% | |
0.0811 | 1.50% | |
0.3469 | -7.71% | |
0.00001 | 0.00% | |
0.010706 | 0.00% | |
0.7320 | 0.01% | |
0.000391 | 0.26% | |
0.0255 | 50.00% | |
0.04449 | 0.00% | |
0.000045 | 0.00% | |
0.00000000227 | 0.00% | |
0.00226 | -18.41% | |
0.0000004130 | 0.00% | |
0.0003051 | 37.74% | |
0.0003 | 0.00% | |
0.00001 | 0.00% | |
0.1841 | -2.59% | |
0.0016600 | 42.96% | |
0.0000190 | -26.92% | |
0.0000000108 | 0.00% | |
0.00124 | 37.78% | |
1.091 | -4.55% | |
0.1100 | -26.67% | |
0.007492 | 21.13% | |
0.000140 | 47.37% | |
0.00002402 | 0.00% | |
0.0000000041 | 24.24% | |
2.222 | -1.81% | |
0.000083 | -2.35% | |
0.00000000387 | 54.80% | |
0.000071 | -19.32% | |
0.0004 | 33.33% | |
0.06480 | -4.78% | |
0.01165 | 3.28% | |
0.00466 | -9.86% | |
0.00283 | -2.41% | |
0.5680 | -3.24% | |
0.0931 | -9.35% | |
0.3558 | -2.20% | |
0.01668 | -15.76% | |
0.01305 | 0.85% | |
0.02616 | 2.27% | |
0.008631 | 0.00% | |
0.02476 | 2.23% | |
0.4077 | -12.53% | |
0.4347 | 0.25% | |
0.001846 | -6.48% | |
0.787 | -3.67% | |
58.5600 | 0.00% | |
0.0001929 | 4.67% | |
0.0635 | -3.64% | |
4.710 | -5.33% | |
0.000724 | -2.03% | |
0.000630 | -2.17% | |
0.003757 | 0.75% | |
0.0084 | 0.00% | |
0.02864 | -3.83% | |
0.004502 | -5.72% | |
0.000622 | -1.27% | |
0.0007500 | 0.00% | |
0.009216 | -15.53% | |
0.002229 | -3.26% | |
0.0007993 | 0.00% | |
7.196 | 2.48% | |
0.000480 | 2.13% | |
0.1041 | -9.71% | |
0.04040 | -13.79% | |
0.018274 | -4.20% | |
0.01724 | -5.12% | |
2.8279 | -6.16% | |
0.00380 | -5.00% | |
0.002626 | 6.40% | |
0.002885 | -0.45% | |
0.000670 | 0.00% | |
0.001810 | 15.21% | |
0.2841 | -10.24% | |
0.005901 | 3.13% | |
0.3432 | 4.54% | |
0.001155 | 0.61% | |
0.0842 | -6.96% | |
0.008102 | -11.23% | |
0.07134 | 0.00% | |
0.927 | -3.44% | |
0.08333 | 1.56% | |
0.00352 | -0.85% | |
0.04832 | -0.68% | |
0.4990 | -0.87% | |
0.0126 | -5.26% | |
1.265 | -0.86% | |
0.002259 | -2.55% | |
0.864 | -4.11% | |
2.283 | -0.26% | |
192.9249 | -1.98% | |
0.101 | -3.81% | |
0.007986 | -6.64% | |
0.000662 | 0.61% | |
0.0001988 | -13.45% | |
0.02263 | -11.01% | |
0.001650 | 0.00% | |
0.00176 | -6.38% | |
0.0002500 | 0.00% | |
0.000602 | -6.67% | |
0.000321 | 1.26% | |
0.25066 | -0.92% | |
0.00704 | -10.77% | |
0.2802 | -3.68% | |
0.000500 | 0.00% | |
0.000132 | 0.00% | |
0.00834 | -6.82% | |
0.0969 | -7.71% | |
0.04398 | 0.00% | |
0.0372 | -9.05% | |
0.00000338 | -2.03% | |
0.1317 | -4.98% | |
0.3771 | 0.00% | |
0.5732 | 0.00% | |
1.135 | -0.09% | |
0.000000019 | 0.00% | |
0.00001973 | -7.76% | |
0.00000000000857 | 0.00% | |
0.00000000000024 | -4.00% | |
2.2000 | 0.00% | |
0.4424 | 0.00% | |
0.04288 | -7.47% | |
0.9745 | 0.00% | |
0.0071 | 0.00% | |
0.1692 | 3.17% | |
10.04 | -5.46% | |
0.000000002036 | -2.54% | |
0.00000008990 | 0.00% | |
0.1204 | 0.00% | |
2.115 | 1.29% | |
0.830 | 2.09% | |
0.002205 | 0.00% | |
0.000200 | 0.00% | |
0.00035 | 0.00% | |
0.0095 | 0.00% | |
0.000000031 | 0.00% | |
0.0011 | 0.00% | |
0.00090 | 0.00% | |
0.002609 | 0.00% | |
0.0000136 | 0.00% | |
0.000634 | 58.50% | |
0.0000002593 | 0.00% | |
0.00001584 | 0.00% | |
0.0000001018 | 0.00% | |
0.00006187 | 0.00% | |
0.000000000018 | -5.26% | |
0.001405 | 0.00% | |
0.2495 | 0.00% | |
0.001196 | 0.00% | |
0.000302 | -0.66% | |
0.00000000001105 | 0.00% | |
0.000900 | 0.00% | |
0.000000000100 | 0.00% | |
0.000000003009 | 0.00% | |
0.0063 | 3.28% | |
0.00310 | 0.00% | |
0.000405 | 0.00% | |
-- | -- | |
0.00000000000415 | 3.75% | |
0.00000001 | 0.00% | |
0.00017925 | 0.00% | |
0.001000 | 0.00% | |
0.00000000002387 | 0.00% | |
0.00425 | 0.00% | |
0.000106 | 0.00% | |
0.00002898 | 0.00% | |
0.00000246 | 0.00% | |
0.00000000000645 | 0.00% | |
0.000602 | 0.00% | |
0.010712 | 11.55% | |
0.000000000023 | 4.55% | |
0.05056 | 0.00% | |
0.0000204 | 0.00% | |
0.000015 | 0.00% | |
0.003100 | 0.00% | |
0.002350 | 0.00% | |
0.0240 | 0.00% | |
0.001561 | 0.00% | |
0.023800 | 0.00% | |
0.00000152 | 0.00% | |
0.000363 | 0.00% | |
0.0072 | 0.00% | |
0.000162 | 0.00% | |
0.03520 | 0.00% | |
0.0786 | 0.00% | |
0.001148 | 1.59% | |
65.1101 | 0.00% | |
0.0338 | 0.00% | |
0.0745 | 0.00% | |
0.002472 | -9.15% | |
0.1757 | 0.00% | |
2.2869 | 0.00% | |
0.0000000191 | 2.14% | |
0.1271 | 0.00% | |
0.09067 | 0.00% | |
0.0015 | 0.00% | |
0.0096 | 0.00% | |
0.02018 | 0.00% | |
0.000399 | 0.00% | |
4.239 | 0.00% | |
0.6700 | 0.00% | |
0.00011 | 0.00% | |
0.0085 | 0.00% | |
0.000047 | 0.00% | |
0.01989 | 0.00% | |
0.00501 | 0.00% | |
0.01847 | 0.00% | |
0.00297 | 0.00% | |
0.00197 | 0.00% | |
0.9900 | 0.00% | |
0.010200 | 0.00% | |
0.0022 | 0.00% | |
0.88686 | 0.00% | |
0.017350 | 0.00% | |
0.1725 | 0.00% | |
0.0160 | 0.00% | |
0.04865 | 0.00% | |
0.000001000 | 0.00% | |
1.3276 | 0.13% | |
0.00646 | 0.00% | |
0.003885 | 0.00% | |
0.016491 | 0.00% | |
0.00290 | 0.00% | |
0.00458 | 0.00% | |
0.00817 | 0.00% | |
0.00518 | -0.19% | |
0.0000291 | 0.34% | |
0.0030 | 0.00% | |
0.0900 | 0.00% | |
200.01 | 0.00% | |
0.0000000500 | 0.00% | |
0.00002341 | 0.00% | |
0.000208 | 0.00% | |
0.002550 | 0.00% | |
0.000337 | 0.00% | |
0.07700 | 0.00% | |
1.5000 | 0.00% | |
0.0750 | 0.00% | |
0.0000485 | 0.00% | |
0.00020 | 0.00% | |
0.001650 | 0.00% | |
0.4901 | 0.00% | |
0.04999 | 0.00% | |
0.00612 | 0.00% | |
0.000328 | 0.00% | |
0.04487 | 0.00% | |
0.9999 | -0.02% | |
0.9649 | -0.04% | |
0.9999 | 0.00% | |
1.1890 | 1.75% | |
1.1370 | -0.13% | |
0.008262 | 0.00% | |
0.250 | 0.00% | |
0.0019 | 0.00% | |
0.4758 | 0.00% | |
0.00300 | 0.00% | |
2.55 | 0.00% | |
0.00870 | -0.34% | |
0.00445 | 0.00% | |
0.0019 | 0.00% | |
4800.12 | 0.00% | |
0.0088 | 0.00% | |
0.437 | -3.53% |