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Jonathan Merton's Avatar
published in Blogs
May 26, 2023

TSM Investment Soars with AI Trading Robot's 4.42% Profit in Tickeron's Factory

The AI trading robot developed by Trend Trader: Popular Stocks (TA&FA), which has emerged as a top performer in Tickeron's robot factory. Over the course of a week, this advanced trading robot has generated an impressive return of 4.42% for TSM (Ticker Symbol: TSM), showcasing its potential to deliver consistent gains. Supported by positive technical indicators and strong earnings, let's delve deeper into the analysis of TSM's performance.

Positive MACD Signals a Promising Outlook: A crucial technical indicator known as the Moving Average Convergence Divergence (MACD) turned positive for TSM on May 08, 2023. By studying historical instances where TSM's MACD experienced a similar upward shift, we find that the stock continued to rise in 30 out of 41 cases over the following month. This statistical analysis suggests that there is a 73% chance of a continued upward trend for TSM. Such positive signals from the MACD provide confidence to traders and investors, indicating a potential uptrend in the stock's price.

Impressive Earnings Report Bolsters Confidence: Examining TSM's recent earnings report, which was released on April 20, we find that the company surpassed market expectations. The earnings per share (EPS) for the reported quarter stood at $1.31, outperforming the estimated value of $1.22. This positive earnings surprise reflects the company's strong financial performance and efficient management of its operations. With 15.15 million shares outstanding, TSM's current market capitalization sits at an impressive $443.59 billion, showcasing its robust position in the market.

The combination of positive technical indicators and strong earnings results makes TSM an enticing prospect for traders and investors. The AI trading robot developed by Trend Trader: Popular Stocks (TA&FA) has demonstrated its ability to generate consistent returns, as exemplified by the impressive 4.42% gain it produced for TSM over a week. Additionally, the positive MACD signal and TSM's earnings beat further support the notion of a potential upward trend in the stock's price.

Related Ticker: TSM

Aroon Indicator for TSM shows an upward move is likely

TSM's Aroon Indicator triggered a bullish signal on June 08, 2023. Tickeron's A.I.dvisor detected that the AroonUp green line is above 70 while the AroonDown red line is below 30. When the up indicator moves above 70 and the down indicator remains below 30, it is a sign that the stock could be setting up for a bullish move. Traders may want to buy the stock or look to buy calls options. A.I.dvisor looked at 293 similar instances where the Aroon Indicator showed a similar pattern. In of the 293 cases, the stock moved higher in the days that followed. This puts the odds of a move higher at .

Price Prediction Chart

Technical Analysis (Indicators)

Bullish Trend Analysis

The Momentum Indicator moved above the 0 level on May 15, 2023. You may want to consider a long position or call options on TSM as a result. In of 95 past instances where the momentum indicator moved above 0, the stock continued to climb. The odds of a continued upward trend are .

The Moving Average Convergence Divergence (MACD) for TSM just turned positive on May 08, 2023. Looking at past instances where TSM's MACD turned positive, the stock continued to rise in of 41 cases over the following month. The odds of a continued upward trend are .

TSM moved above its 50-day moving average on May 17, 2023 date and that indicates a change from a downward trend to an upward trend.

The 10-day moving average for TSM crossed bullishly above the 50-day moving average on May 23, 2023. This indicates that the trend has shifted higher and could be considered a buy signal. In of 10 past instances when the 10-day crossed above the 50-day, the stock continued to move higher over the following month. The odds of a continued upward trend are .

Following a 3-day Advance, the price is estimated to grow further. Considering data from situations where TSM advanced for three days, in of 318 cases, the price rose further within the following month. The odds of a continued upward trend are .

Bearish Trend Analysis

The RSI Oscillator demonstrated that the stock has entered the overbought zone. This may point to a price pull-back soon.

The Stochastic Oscillator may be shifting from an upward trend to a downward trend. In of 67 cases where TSM's Stochastic Oscillator exited the overbought zone, the price fell further within the following month. The odds of a continued downward trend are .

Following a 3-day decline, the stock is projected to fall further. Considering past instances where TSM declined for three days, the price rose further in of 62 cases within the following month. The odds of a continued downward trend are .

TSM broke above its upper Bollinger Band on May 25, 2023. This could be a sign that the stock is set to drop as the stock moves back below the upper band and toward the middle band. You may want to consider selling the stock or exploring put options.

Fundamental Analysis (Ratings)

Fear & Greed

The Tickeron Valuation Rating of (best 1 - 100 worst) indicates that the company is slightly undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (5.163) is normal, around the industry mean (7.056). P/E Ratio (15.949) is within average values for comparable stocks, (54.442). Projected Growth (PEG Ratio) (4.082) is also within normal values, averaging (2.594). Dividend Yield (0.018) settles around the average of (0.024) among similar stocks. P/S Ratio (6.964) is also within normal values, averaging (11.883).

The Tickeron SMR rating for this company is (best 1 - 100 worst), indicating very strong sales and a profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.

The Tickeron Profit vs. Risk Rating rating for this company is (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 63, placing this stock better than average.

The Tickeron Price Growth Rating for this company is (best 1 - 100 worst), indicating fairly steady price growth. TSM’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.

The Tickeron PE Growth Rating for this company is (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.

Notable companies

The most notable companies in this group are NVIDIA Corp (NASDAQ:NVDA), Taiwan Semiconductor Manufacturing Company Ltd (NYSE:TSM), Broadcom (NASDAQ:AVGO), Advanced Micro Devices (NASDAQ:AMD), Texas Instruments (NASDAQ:TXN), Intel Corp (NASDAQ:INTC), QUALCOMM (NASDAQ:QCOM), Applied Materials (NASDAQ:AMAT), Analog Devices (NASDAQ:ADI), Lam Research Corp (NASDAQ:LRCX).

Industry description

The semiconductor industry manufacturers all chip-related products, including research and development. These chips are used in innumerable electronic devices, including computers, cell phones, smartphones, and GPSs. Intel Corporation, NVIDIA Corp., and Broadcomm are some of the prominent players in this industry. Semiconductor companies usually tend to do well during periods of healthy economic growth, thereby inducing further research and development in the industry – which in turn augurs well for productivity and growth in the economy. In the near future, demand for semiconductor products (and possibly innovation within the segment) should only expand further, with the proliferation of 5G, autonomous vehicles, IoT, and various AI-driven electronics set to herald a new, advanced chapter in the technology-driven world as we know it. With burgeoning prospects comes great competition. In 2015, SIA estimated that U.S. semiconductor industry ranks as the second most competitive U.S. industry out of 2882 U.S. industries designated manufacturers by the U.S. Census Bureau.

Market Cap

The average market capitalization across the Semiconductors Industry is 27.48B. The market cap for tickers in the group ranges from 13.43K to 951.2B. NVDA holds the highest valuation in this group at 951.2B. The lowest valued company is CYBL at 13.43K.

High and low price notable news

The average weekly price growth across all stocks in the Semiconductors Industry was 1%. For the same Industry, the average monthly price growth was 15%, and the average quarterly price growth was 21%. QUIK experienced the highest price growth at 28%, while LAES experienced the biggest fall at -25%.

Volume

The average weekly volume growth across all stocks in the Semiconductors Industry was -48%. For the same stocks of the Industry, the average monthly volume growth was -50% and the average quarterly volume growth was -38%

Fundamental Analysis Ratings

The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows

Valuation Rating: 52
P/E Growth Rating: 55
Price Growth Rating: 49
SMR Rating: 62
Profit Risk Rating: 62
Seasonality Score: 3 (-100 ... +100)
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A.I.Advisor
published price charts
A.I. Advisor
published General Information

General Information

a manufacturer of integrated circuits, silicon wafers, diodes and related semiconductor components

Industry Semiconductors

Profile
Fundamentals
Details
Industry
Semiconductors
Address
No. 8, Li-Hsin Road 6
Phone
+886 35636688
Employees
61777
Web
https://www.tsmc.com
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TSM and

Correlation & Price change

A.I.dvisor indicates that over the last year, TSM has been closely correlated with ASX. These tickers have moved in lockstep 80% of the time. This A.I.-generated data suggests there is a high statistical probability that if TSM jumps, then ASX could also see price increases.

1D
1W
1M
1Q
6M
1Y
5Y
Ticker /
NAME
Correlation
To TSM
1D Price
Change %
TSM100%
+2.87%
ASX - TSM
80%
Closely correlated
+1.34%
ASML - TSM
78%
Closely correlated
-0.58%
UMC - TSM
77%
Closely correlated
+0.06%
MRVL - TSM
76%
Closely correlated
+0.49%
ADI - TSM
76%
Closely correlated
+0.43%
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