Linde plc (LIN) Anomalies

Check historical price trends and seasonality for Linde plc (LIN).

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Linde plc (LIN) average YTD return over the past 10 years is +16.28%.

Over the past 10 years, the return for the specified period (Jan 16 for 60 days) is +2.14%.

3 wins 2 losses with a win rate of 60.00%.

AI Analysis (Past 10 Years YTD)

Linde plc (LIN) Anomaly Analysis

1) Overview:

Linde plc typically experiences a bearish phase in early January, with a notable dip of -1.4% around January 3. The stock then enters a strong bullish phase, beginning in February and extending through the summer, reaching gains of +12.5% by September 1. The year concludes with a significant bullish surge in December, culminating in gains of +16.5% by December 12 and +16.2% by December 31.

2) Buy-the-dip points:

A potential buying opportunity arises in early January due to the typical pullback, with a drop of -1.4% around January 3. This dip could be attributed to profit-taking after the year-end rally. The stock tends to rebound strongly starting in February, making this a favorable entry point for long-term investors.

3) Summary:

Based on historical seasonality, an investment strategy for Linde plc could involve accumulating shares during the early January dip. Specifically, consider initiating a position around January 3, capitalizing on the -1.4% pullback. The data suggests holding through the year-end rally to maximize potential gains, especially given the significant surge in December.

Disclaimer: This analysis is generated by AI (Gemini) based on historical statistical trends. It does not guarantee future performance. Investment decisions are your own responsibility.
YearStart DateStart PriceEnd DateEnd PriceReturnRate (%)
2025 2025-01-16 432.4900 2025-03-16 455.5000 23.0100 5.32
2024 2024-01-16 406.6500 2024-03-15 468.2300 61.5800 15.14
2020 2020-01-16 213.0600 2020-03-15 176.5000 -36.5600 -17.16
2019 2019-01-16 157.2400 2019-03-16 176.4300 19.1900 12.20
2018 2018-01-16 162.1000 2018-03-16 154.3200 -7.7800 -4.80
Avg 274.3080 286.1960 11.89 2.14
365 Days (Prev Close Change) Average (Past 10 Years) [Horz=Month / Vert=Day]
Negative Zero/Flat Positive ※ Change from prev day close. Excl Feb 29.
Mode:
Day \ Month Jan Total -0.48% Feb Total +1.03% Mar Total +3.07% Apr Total +2.05% May Total +1.96% Jun Total +1.35% Jul Total +3.35% Aug Total +0.56% Sep Total -1.08% Oct Total +0.47% Nov Total +4.37% Dec Total +0.24%
1 Avg +0.01% 0.00% +0.47% -0.12% -0.46% -0.26% +0.42% +0.25% -0.32% +0.21% -0.05% +0.14% -0.18%
2 Avg +0.00% -0.06% -0.56% +0.65% +0.14% -0.35% +0.64% +0.40% -0.66% +0.09% -0.13% +0.23% -0.39%
3 Avg +0.01% -1.02% +0.42% -0.23% +0.25% -0.03% +0.70% +0.01% +0.10% -0.67% +0.18% +0.26% +0.09%
4 Avg +0.13% +0.32% -0.19% +0.65% -0.57% +0.20% +0.20% 0.00% +0.23% -0.25% +0.30% +0.76% -0.13%
5 Avg -0.02% -0.19% +0.04% +0.12% +0.18% +0.28% +0.46% -0.78% +0.13% -0.47% -0.19% +0.67% -0.45%
6 Avg +0.08% +0.32% +0.65% -0.37% +0.51% -0.23% +0.58% +0.25% -0.43% 0.00% -0.21% +0.39% -0.47%
7 Avg +0.05% -0.27% -0.34% -0.32% -0.24% +0.37% -0.22% +0.04% +0.06% +0.42% +0.10% +0.75% +0.20%
8 Avg -0.03% +0.32% -0.74% +0.46% +0.12% +0.20% -0.25% -0.10% +0.06% -0.39% -0.30% +0.18% +0.05%
9 Avg +0.09% +0.36% +0.71% +0.12% +0.89% -0.49% -0.30% +0.15% -0.16% +0.10% -0.20% +0.02% -0.09%
10 Avg +0.17% -0.03% +0.21% -0.14% -0.27% +0.97% -0.21% +0.49% -0.05% -0.15% -0.02% +0.90% +0.37%
11 Avg -0.02% +0.29% -0.53% -0.04% +0.06% -0.20% -0.64% -0.10% +0.07% +0.81% -0.16% -0.22% +0.46%
12 Avg +0.29% +0.36% +0.83% -0.77% +0.06% -0.13% +0.19% +0.69% +0.40% +0.50% +0.24% -0.07% +1.15%
13 Avg +0.15% +0.07% +0.32% +1.15% +0.13% -0.12% +0.06% +0.09% +0.24% -0.14% +0.47% +0.03% -0.48%
14 Avg -0.05% -0.20% 0.00% +0.12% +0.16% +0.03% -0.29% +0.32% +0.03% -0.09% +0.01% -0.34% -0.36%
15 Avg +0.07% -0.42% +0.68% 0.00% -0.25% +0.34% +0.12% +0.35% +0.26% -0.10% -0.17% -0.10% +0.10%
16 Avg +0.09% 0.00% -0.37% -0.53% +0.48% +0.55% -0.06% +0.08% +0.58% -0.32% +0.36% +0.47% -0.17%
17 Avg +0.16% +0.08% -0.21% +0.71% +0.74% +0.23% -0.20% +0.33% -0.23% +0.31% +0.38% -0.39% +0.10%
18 Avg -0.09% -0.29% +0.39% -0.54% -0.04% +0.06% -0.19% -0.01% 0.00% -0.29% -0.06% -0.11% +0.02%
19 Avg -0.01% +0.13% -0.24% -0.55% +0.09% 0.00% -0.34% -0.08% -0.01% +0.85% -0.05% +0.02% +0.02%
20 Avg +0.03% +0.12% +0.18% +0.25% +0.15% +0.31% -0.19% +0.20% +0.12% -0.38% +0.20% -0.15% -0.44%
21 Avg +0.02% -0.28% +0.05% -0.04% -0.44% +0.02% +0.39% +0.53% +0.04% -0.47% -0.01% +0.48% -0.04%
22 Avg -0.04% -0.18% +0.27% -0.62% -0.17% -0.19% +0.41% +0.11% -0.43% -0.11% +0.42% +0.04% -0.03%
23 Avg -0.09% -0.40% +0.24% -0.44% -0.10% -0.39% +0.13% +0.07% -0.17% -0.25% -0.16% +0.09% +0.24%
24 Avg +0.01% -0.02% -0.25% +1.33% +0.02% +0.47% -0.35% -0.20% +0.17% -0.28% -0.66% +0.09% -0.20%
25 Avg +0.14% +0.18% +0.04% +0.13% +0.30% -0.07% -0.20% +0.33% +0.31% -0.05% +0.65% +0.04% 0.00%
26 Avg +0.15% +0.42% -0.17% +1.24% +0.11% +0.10% -0.22% +0.14% -0.22% -0.22% +0.55% -0.15% +0.23%
27 Avg -0.11% -0.76% -0.59% -0.38% +0.10% +0.55% -0.38% -0.01% +0.23% -0.01% -0.38% -0.18% +0.52%
28 Avg +0.14% +0.41% -0.27% +0.22% +0.32% -0.08% +0.39% -0.12% +0.12% +0.35% +0.05% +0.31% -0.01%
29 Avg +0.15% +0.16% - +0.41% +0.04% -0.25% +0.43% +0.25% +0.25% -0.16% +0.06% +0.36% +0.16%
30 Avg +0.08% +0.15% - +0.78% -0.27% +0.33% +0.25% -0.17% +0.03% +0.07% +0.07% -0.18% -0.19%
31 Avg -0.21% -0.04% - -0.17% - -0.26% - -0.18% -0.20% - -0.80% - +0.16%

Past 10 Years 1-Month [Jan 16 - Feb 14] Return Ranking

Rank Stock Avg Return (%) Wins Losses