Williams Companies (WMB) Anomalies

Check historical price trends and seasonality for Williams Companies (WMB).

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Williams Companies (WMB) average YTD return over the past 10 years is +11.20%.

Over the past 10 years, the return for the specified period (Jul 17 for 60 days) is +1.06%.

5 wins 2 losses with a win rate of 71.43%.

AI Analysis (Past 10 Years YTD)

Williams Companies (WMB) Anomaly Analysis

1) Overview:

Williams Companies (WMB) exhibits a distinct seasonal pattern over the past 10 years. The stock tends to decline from February through March, bottoming out around March 18 with an average loss of -4.9%. A strong bullish phase then emerges, starting in April and extending through December, culminating in significant gains around December 4 (+15.1%) and December 31 (+11.2%). This suggests a pattern of weakness in the early part of the year, followed by substantial strength in the latter half.

2) Buy-the-dip points:

The most prominent buy-the-dip opportunity appears in March, particularly around March 18, when the stock historically experiences its lowest point with an average decline of -4.9%. This pullback is followed by a strong recovery starting in April. Another potential, though less pronounced, buying opportunity may arise in early April as the stock continues to show negative returns. These pullbacks could be attributed to broader market corrections or sector-specific concerns that tend to dissipate as the year progresses.

3) Summary:

An investment strategy for WMB could involve accumulating shares during the historically weak period in March, specifically around March 18, to capitalize on the subsequent rally. Given the strong performance typically observed from April through December, investors might consider holding the stock through the end of the year. However, it's crucial to monitor market conditions and company-specific news, as seasonality represents an average tendency and not a guaranteed outcome.

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 2025-07-17 58.0900 2025-09-14 58.8100 0.7200 1.24
2024 2024-07-17 42.6500 2024-09-14 45.0300 2.3800 5.58
2023 2023-07-17 33.0100 2023-09-14 34.7200 1.7100 5.18
2020 2020-07-17 19.7700 2020-09-14 20.8500 1.0800 5.46
2019 2019-07-17 27.7200 2019-09-14 24.7000 -3.0200 -10.89
2018 2018-07-17 26.9700 2018-09-14 28.0900 1.1200 4.15
2017 2017-07-17 31.4400 2017-09-14 30.4100 -1.0300 -3.28
Avg 34.2357 34.6586 0.42 1.06
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 +0.89% Feb Total -2.02% Mar Total +1.39% Apr Total +6.40% May Total +3.38% Jun Total +0.99% Jul Total +2.00% Aug Total +1.67% Sep Total -0.51% Oct Total -0.08% Nov Total +4.90% Dec Total -2.77%
1 Avg +0.14% 0.00% +0.37% +1.60% -0.41% -0.45% +0.67% -1.16% -0.19% +0.18% +0.02% +1.05% +0.05%
2 Avg +0.25% +0.81% -0.42% +1.16% +0.96% -0.51% +0.72% +0.14% 0.00% +0.38% +0.09% -0.55% +0.24%
3 Avg +0.39% +0.81% +0.36% +0.58% -1.01% +0.81% +0.35% +0.44% +1.12% -0.24% +0.72% +0.57% +0.15%
4 Avg +0.22% +0.81% +0.38% +1.02% -1.11% +0.30% +0.32% 0.00% +0.19% -0.44% +0.82% +0.10% +0.28%
5 Avg -0.03% +0.28% -1.07% -0.33% -0.27% +1.14% +0.39% -0.77% -0.52% +0.23% +0.41% +0.36% -0.18%
6 Avg -0.25% -0.31% -0.17% -0.84% +0.42% -0.62% +0.11% +0.03% +0.05% -0.52% -0.43% -0.15% -0.55%
7 Avg +0.17% -0.57% -0.44% -0.73% +1.67% +0.59% +0.45% +0.25% +0.08% +0.33% +0.10% +0.72% -0.42%
8 Avg -0.46% +0.10% -4.05% -1.54% +0.31% -0.42% -0.01% +0.23% +0.49% -0.38% +0.12% -0.19% -0.16%
9 Avg -0.14% +0.02% +0.64% -1.09% +1.14% -0.86% -1.37% -0.04% +0.05% +0.32% -0.14% +0.47% -0.85%
10 Avg -0.10% -1.52% +1.16% -0.31% +0.05% +0.47% -1.10% +0.24% +0.06% -0.03% -0.32% +0.63% -0.51%
11 Avg +0.22% -0.25% +0.09% +0.02% +0.87% +0.30% -0.60% +0.28% +0.72% +0.29% +0.41% +0.34% +0.18%
12 Avg -0.11% -0.40% +0.79% -1.27% +0.31% -0.54% +0.11% +0.52% -0.04% +0.28% -0.08% -0.70% -0.33%
13 Avg +0.06% -1.83% +0.81% +1.92% +0.83% -0.01% -0.65% +0.33% -0.38% -0.14% +0.14% -0.31% +0.01%
14 Avg +0.32% +4.26% -0.63% +0.10% +0.06% +0.53% -0.97% +0.65% -0.31% +0.58% 0.00% +0.21% -0.70%
15 Avg +0.04% -1.25% +0.52% -0.78% -0.33% +0.45% +0.42% +0.27% -0.18% +0.07% +0.33% +0.71% +0.28%
16 Avg -0.08% +0.17% +0.55% -0.65% -0.11% +0.75% -0.05% -0.46% +0.02% -0.13% -0.23% -0.60% -0.18%
17 Avg +0.05% -0.21% +0.24% -0.68% +0.96% +1.02% -0.51% -0.44% -0.04% +0.16% +0.20% +0.17% -0.24%
18 Avg -0.19% -0.29% -0.12% -2.30% -0.56% -0.19% +0.40% +1.26% +0.52% -0.11% +0.11% -0.32% -0.65%
19 Avg +0.29% -0.28% +0.08% +1.83% +0.93% +0.15% -0.28% +0.62% -0.04% +0.05% +0.31% -0.03% +0.15%
20 Avg +0.20% -0.51% +0.24% +1.11% +0.64% +0.73% +0.49% +0.16% -0.12% -0.22% +0.13% +0.02% -0.25%
21 Avg +0.04% -0.09% -0.43% +0.49% -0.53% -0.08% +0.28% +0.11% +0.32% -0.34% -0.33% +0.75% +0.33%
22 Avg +0.18% +1.99% +0.29% -0.49% +0.22% -0.24% -0.36% -0.28% -0.26% +0.05% +0.50% +0.81% -0.10%
23 Avg +0.00% -0.01% +0.49% -1.36% +0.31% +0.05% +0.59% -0.32% +0.45% -0.66% -0.93% +0.32% +1.08%
24 Avg +0.09% +0.02% +0.03% +1.81% +0.71% -0.11% -0.46% -0.15% +0.08% -0.06% -0.85% +0.60% -0.54%
25 Avg -0.29% -0.37% -0.99% +0.88% -0.53% -0.76% -0.38% -0.48% -0.24% +0.22% -0.26% -0.57% 0.00%
26 Avg +0.09% +1.36% -0.71% +0.61% +0.22% +0.11% +0.51% -0.08% -0.39% -0.70% -0.45% +0.08% +0.46%
27 Avg -0.08% -1.86% -0.25% -0.31% +0.54% +0.78% -0.34% -0.38% +0.26% +0.64% +0.01% -0.12% 0.00%
28 Avg +0.12% +0.32% +0.19% -0.37% +0.60% -0.24% +1.18% -0.10% +0.12% +0.72% -0.26% -0.03% -0.75%
29 Avg +0.11% -0.45% - +0.65% -0.01% -0.12% +0.06% +1.21% +0.36% -0.56% -0.19% +0.24% 0.00%
30 Avg +0.01% +0.10% - -0.22% -0.46% +0.10% +1.01% -0.06% -0.34% -0.48% +0.24% +0.32% -0.16%
31 Avg +0.17% +0.03% - +0.87% - +0.21% - -0.03% -0.16% - -0.28% - +0.58%

Past 10 Years 1-Month [Jul 17 - Aug 15] Return Ranking

Rank Stock Avg Return (%) Wins Losses