Statistics of Price Movements of Pedevco Corp (PED)

The price movements of Pedevco Corp (ticker PED) are summarized in five ways:

  • Table 1. Statistics of daily price changes using the closing prices
  • Table 2. Statistics of daily price changes using the closing and opening prices
  • Table 3 – 7. Statistics of daily price changes when PED opened with an increase of 1%, 2%, 3%, 4%, or more than 5%
  • Table 8 – 10. Statistics of stock price changes in the 20 days after PED had a big price move
  • Table 11. Statistics of daily price changes in the 20 days after PED moved 5% with twice the 30-day average volume

The statistics are calculated using PED's price data across 1,551 trading days from 2015 to 2020.

Table 1. Statistics of PED one-day price changes

In this table, the one-day price change is calculated using the closing price and the previous day's closing price.

In the past 1,551 trading days, 36.7% of the time (569 days), PED closed above the previous day's closing price. 42.2% of the time (654 days), it closed below the previous day's closing price. 21.1% of the time (327 days), it did not change.

Also see: VIX price movement study.

PED Price Change (%) Number of Days % of Total Sessions
664 – 665% 1
0.06%
167 – 168% 1
0.06%
83 – 84% 1
0.06%
54 – 55% 1
0.06%
50 – 51% 2
0.13%
42 – 43% 1
0.06%
41 – 42% 1
0.06%
36 – 37% 3
0.19%
35 – 36% 1
0.06%
34 – 35% 1
0.06%
33 – 34% 1
0.06%
32 – 33% 1
0.06%
30 – 31% 2
0.13%
29 – 30% 2
0.13%
27 – 28% 1
0.06%
26 – 27% 2
0.13%
25 – 26% 1
0.06%
24 – 25% 2
0.13%
23 – 24% 1
0.06%
22 – 23% 2
0.13%
21 – 22% 1
0.06%
19 – 20% 1
0.06%
18 – 19% 3
0.19%
17 – 18% 6
0.39%
16 – 17% 4
0.26%
15 – 16% 9
0.58%
14 – 15% 2
0.13%
13 – 14% 4
0.26%
12 – 13% 6
0.39%
11 – 12% 13
0.84%
10 – 11% 17
1.10%
9 – 10% 19
1.23%
8 – 9% 25
1.61%
7 – 8% 17
1.10%
6 – 7% 22
1.42%
5 – 6% 50
3.23%
4 – 5% 74
4.77%
3 – 4% 59
3.81%
2 – 3% 60
3.87%
1 – 2% 89
5.74%
0 – 1% 60
3.87%
0% 327
21.10%
0 – -1% 61
3.94%
-1 – -2% 96
6.19%
-2 – -3% 76
4.90%
-3 – -4% 72
4.65%
-4 – -5% 75
4.84%
-5 – -6% 49
3.16%
-6 – -7% 40
2.58%
-7 – -8% 42
2.71%
-8 – -9% 31
2.00%
-9 – -10% 21
1.35%
-10 – -11% 18
1.16%
-11 – -12% 17
1.10%
-12 – -13% 6
0.39%
-13 – -14% 10
0.65%
-14 – -15% 11
0.71%
-15 – -16% 5
0.32%
-16 – -17% 7
0.45%
-18 – -19% 2
0.13%
-19 – -20% 2
0.13%
-20 – -21% 2
0.13%
-21 – -22% 2
0.13%
-22 – -23% 3
0.19%
-24 – -25% 1
0.06%
-26 – -27% 1
0.06%
-27 – -28% 2
0.13%
-28 – -29% 2
0.13%

Table 2. Statistics of PED: Closing vs. Open

In this table, instead of using the closing price of the previous day, the opening price is used to calculate the one-day price change of PED.

34.2% of the time (530 days), PED closed above the opening price. 45.8% of the time (711 days), it closed below the opening price. 20.0% of the time (310 days), it closed where it started.

Closing - Open (%) Number of Days % of Total Sessions
492 – 493% 1
0.06%
76 – 77% 1
0.06%
55 – 56% 1
0.06%
54 – 55% 1
0.06%
46 – 47% 1
0.06%
44 – 45% 1
0.06%
42 – 43% 1
0.06%
41 – 42% 1
0.06%
40 – 41% 1
0.06%
36 – 37% 1
0.06%
31 – 32% 1
0.06%
30 – 31% 3
0.19%
26 – 27% 1
0.06%
25 – 26% 1
0.06%
24 – 25% 1
0.06%
23 – 24% 1
0.06%
22 – 23% 2
0.13%
21 – 22% 3
0.19%
19 – 20% 4
0.26%
18 – 19% 4
0.26%
17 – 18% 4
0.26%
16 – 17% 6
0.39%
15 – 16% 3
0.19%
14 – 15% 7
0.45%
13 – 14% 6
0.39%
12 – 13% 8
0.52%
11 – 12% 14
0.90%
10 – 11% 19
1.23%
9 – 10% 15
0.97%
8 – 9% 17
1.10%
7 – 8% 18
1.16%
6 – 7% 32
2.06%
5 – 6% 33
2.13%
4 – 5% 61
3.93%
3 – 4% 65
4.19%
2 – 3% 71
4.58%
1 – 2% 66
4.26%
0 – 1% 54
3.48%
0% 310
19.99%
0 – -1% 51
3.29%
-1 – -2% 68
4.38%
-2 – -3% 81
5.22%
-3 – -4% 93
6.00%
-4 – -5% 82
5.29%
-5 – -6% 79
5.09%
-6 – -7% 31
2.00%
-7 – -8% 34
2.19%
-8 – -9% 39
2.51%
-9 – -10% 38
2.45%
-10 – -11% 23
1.48%
-11 – -12% 14
0.90%
-12 – -13% 13
0.84%
-13 – -14% 11
0.71%
-14 – -15% 8
0.52%
-15 – -16% 9
0.58%
-16 – -17% 4
0.26%
-17 – -18% 8
0.52%
-18 – -19% 9
0.58%
-19 – -20% 1
0.06%
-20 – -21% 3
0.19%
-21 – -22% 3
0.19%
-22 – -23% 1
0.06%
-24 – -25% 1
0.06%
-26 – -27% 2
0.13%
-27 – -28% 3
0.19%
-29 – -30% 1
0.06%
-40 – -41% 1
0.06%

Table 3. One-day performance when PED opened 5% higher than previous close

In the past 1,551 trading days, PED opened more than 5% higher than the previous day's closing price 211 times. Of these days, 15.2% (32 days) had closing prices above the opening price, and 71.6% (151 days) had closing prices below the opening price.

Closing - Open (%) Number of Days % of Total Sessions
492 – 493% 1
0.47%
42 – 43% 1
0.47%
40 – 41% 1
0.47%
30 – 31% 2
0.95%
23 – 24% 1
0.47%
19 – 20% 1
0.47%
16 – 17% 1
0.47%
14 – 15% 1
0.47%
10 – 11% 2
0.95%
9 – 10% 1
0.47%
8 – 9% 3
1.42%
5 – 6% 4
1.90%
4 – 5% 2
0.95%
3 – 4% 3
1.42%
2 – 3% 4
1.90%
1 – 2% 1
0.47%
0 – 1% 3
1.42%
0% 28
13.27%
0 – -1% 3
1.42%
-1 – -2% 8
3.79%
-2 – -3% 4
1.90%
-3 – -4% 10
4.74%
-4 – -5% 11
5.21%
-5 – -6% 24
11.37%
-6 – -7% 9
4.27%
-7 – -8% 7
3.32%
-8 – -9% 11
5.21%
-9 – -10% 13
6.16%
-10 – -11% 6
2.84%
-11 – -12% 4
1.90%
-12 – -13% 8
3.79%
-13 – -14% 3
1.42%
-14 – -15% 6
2.84%
-15 – -16% 4
1.90%
-16 – -17% 3
1.42%
-17 – -18% 5
2.37%
-18 – -19% 4
1.90%
-19 – -20% 1
0.47%
-20 – -21% 2
0.95%
-21 – -22% 2
0.95%
-27 – -28% 2
0.95%
-40 – -41% 1
0.47%

Table 4. Closing vs. open when PED opened 4–5% higher

On 93 days, PED opened 4–5% higher than the previous day's closing price. Of these days, 19.4% (18 days) had closing prices above the opening price, and 69.9% (65 days) had closing prices below the opening price.

Closing - Open (%) Number of Days % of Total Sessions
36 – 37% 1
1.08%
18 – 19% 1
1.08%
13 – 14% 1
1.08%
12 – 13% 1
1.08%
8 – 9% 2
2.15%
5 – 6% 2
2.15%
4 – 5% 5
5.38%
2 – 3% 5
5.38%
0% 10
10.75%
0 – -1% 3
3.23%
-2 – -3% 8
8.60%
-3 – -4% 7
7.53%
-4 – -5% 18
19.35%
-5 – -6% 6
6.45%
-6 – -7% 2
2.15%
-7 – -8% 5
5.38%
-8 – -9% 10
10.75%
-9 – -10% 2
2.15%
-10 – -11% 2
2.15%
-11 – -12% 1
1.08%
-22 – -23% 1
1.08%

Table 5. Closing vs. open when PED open 3 – 4% higher

91 times PED opened 3 – 4% higher than the previous day's closing price. Among these days, 24.2% (22 days) closed above the opening price, 62.6% (57 days) closed below the opening price.

Closing - Open (%) Number of Days % of Total Sessions
76 – 77% 1
1.10%
25 – 26% 1
1.10%
19 – 20% 1
1.10%
15 – 16% 1
1.10%
11 – 12% 1
1.10%
9 – 10% 1
1.10%
7 – 8% 1
1.10%
6 – 7% 1
1.10%
5 – 6% 3
3.30%
3 – 4% 4
4.40%
1 – 2% 4
4.40%
0 – 1% 3
3.30%
0% 12
13.19%
0 – -1% 1
1.10%
-1 – -2% 4
4.40%
-2 – -3% 5
5.49%
-3 – -4% 17
18.68%
-4 – -5% 8
8.79%
-5 – -6% 8
8.79%
-6 – -7% 1
1.10%
-7 – -8% 1
1.10%
-8 – -9% 2
2.20%
-9 – -10% 1
1.10%
-10 – -11% 2
2.20%
-11 – -12% 1
1.10%
-15 – -16% 1
1.10%
-17 – -18% 3
3.30%
-24 – -25% 1
1.10%
-26 – -27% 1
1.10%

Table 6. Closing vs. open when PED open 2 – 3% higher

56 times PED opened 2 – 3% higher than the previous day's closing price. Among these days, 26.8% (15 days) closed above the opening price, 67.9% (38 days) closed below the opening price.

Closing - Open (%) Number of Days % of Total Sessions
10 – 11% 1
1.79%
6 – 7% 2
3.57%
5 – 6% 1
1.79%
4 – 5% 2
3.57%
2 – 3% 7
12.50%
0 – 1% 2
3.57%
0% 3
5.36%
0 – -1% 4
7.14%
-1 – -2% 2
3.57%
-2 – -3% 9
16.07%
-3 – -4% 5
8.93%
-4 – -5% 2
3.57%
-5 – -6% 4
7.14%
-7 – -8% 1
1.79%
-8 – -9% 2
3.57%
-9 – -10% 3
5.36%
-10 – -11% 3
5.36%
-11 – -12% 1
1.79%
-15 – -16% 1
1.79%
-29 – -30% 1
1.79%

Table 7. Closing vs. open when PED open 1 – 2% higher

100 times PED opened 1 – 2% higher than the previous day's closing price. Among these days, 31.0% (31 days) closed above the opening price, 58.0% (58 days) closed below the opening price.

Closing - Open (%) Number of Days % of Total Sessions
24 – 25% 1
1.00%
10 – 11% 1
1.00%
9 – 10% 1
1.00%
8 – 9% 1
1.00%
7 – 8% 2
2.00%
6 – 7% 1
1.00%
5 – 6% 1
1.00%
4 – 5% 1
1.00%
3 – 4% 7
7.00%
2 – 3% 4
4.00%
1 – 2% 7
7.00%
0 – 1% 4
4.00%
0% 11
11.00%
0 – -1% 5
5.00%
-1 – -2% 6
6.00%
-2 – -3% 12
12.00%
-3 – -4% 7
7.00%
-4 – -5% 5
5.00%
-5 – -6% 7
7.00%
-6 – -7% 4
4.00%
-7 – -8% 5
5.00%
-8 – -9% 2
2.00%
-10 – -11% 1
1.00%
-12 – -13% 2
2.00%
-13 – -14% 1
1.00%
-18 – -19% 1
1.00%

Table 8. Periods when PED moved 15% or more

In this table, we track the price movements in the 20 days after PED had a one-day price change of at least 15%.

DatePrice ChangePrice Change after 15% Move
Days after:14710131619
20180627664.5% -11.4 -13.9 -23.2 -37.1 -19.8 13.5 -5.9
20200827167% -28.0 -50.7 -52.1 -54.5 -51.2 -48.3 -51.6
2017051083% 5.2 -17.5 -33.0 -38.1 -39.2 -40.2 -37.1
2016121254.5% -11.8 -29.4 -29.4 -35.3 -35.3 -35.3 -35.3
2018122850.9% -5.0 1.1 18.7 56.2 92.5 92.5 88.8
2017062250.7% -28.8 -41.3 -40.4 -35.6 -38.8 -36.5 -39.4
2018092442.1% -22.5 -21.1 -23.2 -25.7 -27.1 -27.9 -26.4
2015121741.6% -5.9 29.4 .0 70.6 41.2 23.5 17.6
2015123036.8% 11.5 -7.7 -19.2 -23.1 -23.1 -15.4 -3.8
2016042836.8% -7.7 -23.1 -19.2 -15.4 -7.7 -3.8 -7.7
2015033136.6% -26.8 -36.6 -34.1 -37.8 -14.6 -24.4 -24.4
2015122235.7% 15.8 -10.5 52.6 26.3 10.5 5.3 5.3
2020101334.3% 2.8 -8.3 -6.1 -7.8 -17.8 -17.8 -14.4
2015041533.3% 4.4 -10.3 -8.8 -7.4 -2.9 5.9 4.4
2019011432.8% -6.0 -7.2 -7.8 -15.1 -11.4 -15.1 -17.5
2016102830.7% 5.9 11.8 -11.8 -17.6 -29.4 -23.5 -29.4
2018071730.5% 6.5 -1.2 .8 -5.2 -10.5 -14.5 -17.7
2019081329.9% 2.2 7.9 10.1 12.2 12.2 -12.2 10.1
2016012129.4% 18.2 18.2 -4.5 13.6 .0 -4.5 4.5
2020091727.1% -9.2 -19.1 -6.9 16.0 10.7 10.7 41.2
2018071626.6% 30.5 35.3 19.5 23.2 15.3 9.5 11.6
2020092926.2% -3.2 .0 4.5 16.9 18.8 10.4 12.3
2016020425% -4.0 -16.0 -16.0 8.0 4.0 -4.0 -16.0
2020040324.7% -14.8 -14.3 -15.7 -15.6 -20.5 -23.5 -18.9
2015090924% 3.2 .0 .0 3.2 -29.0 -19.4 -16.1
2016040423.8% -11.5 -26.9 -23.1 -30.8 -26.9 -26.9 -7.7
2019090522.9% -.7 .7 9.3 16.0 4.7 .7 -8.7
2017120722.5% -13.2 -15.8 -18.4 -13.2 -13.2 -15.8 -2.6
2016060821.7% -7.1 -17.9 -21.4 -10.7 -21.4 .0 10.7
2015012619.9% -1.5 -6.1 -10.6 -9.1 -4.5 3.0 19.7
2020101618.8% -9.8 -7.7 -9.3 -19.1 -19.1 -15.8 -22.4
2016012218.1% 3.8 3.8 -23.1 -7.7 -19.2 -19.2 3.8
2016112118.1% .0 -7.7 -7.7 -15.4 -15.4 15.4 -7.7
2019121017.8% -3.6 4.2 3.0 4.2 8.5 .6 .0
2016092317.6% 5.0 -5.0 -10.0 .0 -15.0 -20.0 -25.0
2016021817.3% -7.4 -11.1 -11.1 -22.2 -14.8 .0 -18.5
2016030917.3% -14.8 -14.8 -29.6 -25.9 -29.6 -29.6 -14.8
2016031117.3% -7.4 -18.5 -25.9 -22.2 -25.9 -3.7 -33.3
2015012317% 20.0 3.6 16.4 12.7 9.1 21.8 27.3
2017053116.9% -15.9 -11.6 -4.3 -5.8 -1.4 50.7 -7.2
2016063016.6% .0 7.1 -17.9 -10.7 -14.3 -10.7 -17.9
2017041116.6% -7.5 -21.8 -28.6 -43.6 -39.8 -49.6 -56.4
2015081416.1% -2.8 -2.8 -2.8 2.8 -13.9 -11.1 -11.1
2019101415.9% -15.6 -13.1 -25.0 -26.9 -28.1 -23.8 -20.0
2015122315.7% -4.5 -13.6 31.8 9.1 -4.5 -18.2 -9.1
2016032115.7% -9.1 -4.5 -9.1 18.2 -18.2 -9.1 -4.5
2019010915.7% 7.3 41.8 40.0 39.1 28.2 33.6 28.2
2020060815.7% -10.6 -16.2 -13.5 -14.9 -19.6 -18.6 -20.6
2015072915.6% -5.4 -10.8 -16.2 -16.2 -5.4 -5.4 -5.4
2018010315.6% -5.4 -9.5 -6.8 -8.9 -14.9 -10.8 -9.7
2020100215.1% -12.0 -8.0 2.9 4.6 -2.9 -1.1 -13.7
2019111215% 1.4 1.4 9.0 31.7 11.7 6.9 -3.4
20160120-15% 29.4 47.1 58.8 17.6 41.2 23.5 29.4
20161010-15% 5.9 -5.9 -5.9 -23.5 -23.5 5.9 .0
20200228-15.4% 1.0 11.9 -20.8 -19.2 -17.8 -18.8 -14.9
20191015-15.6% 4.4 -1.5 -11.1 -13.3 -14.1 -5.9 -6.7
20170601-15.9% 3.4 15.5 12.1 10.3 19.0 27.6 5.2
20170504-16.4% -1.8 73.2 48.2 23.2 10.7 5.4 23.2
20150402-16.6% .0 2.0 10.0 42.0 22.0 24.0 26.0
20160301-16.6% 5.0 15.0 15.0 15.0 -5.0 .0 -5.0
20160502-16.6% 10.0 5.0 5.0 15.0 25.0 20.0 40.0
20160809-16.6% 5.0 20.0 15.0 15.0 15.0 15.0 15.0
20181224-16.7% .0 37.2 49.4 44.1 102.4 167.6 164.2
20201015-16.7% 18.8 10.4 12.3 -1.9 3.2 -2.6 -.6
20181221-18.6% -16.7 -24.3 8.6 17.1 57.1 137.1 114.3
20190904-18.9% 23.0 28.7 23.1 32.0 33.6 23.8 14.8
20151228-19% 11.8 70.6 41.2 23.5 5.9 17.6 52.9
20160922-19% 17.6 11.8 11.8 5.9 5.9 -5.9 -5.9
20160707-20% 8.3 .0 .0 4.2 .0 -8.3 .0
20200309-20.7% .0 2.0 3.8 2.5 7.5 9.4 43.7
20160406-21.7% .0 11.1 16.7 16.7 .0 44.4 22.2
20150908-21.8% 24.0 12.0 20.0 28.0 .0 .0 -4.0
20160201-22.2% -4.8 14.3 .0 .0 28.6 23.8 14.3
20180925-22.4% 2.3 .9 -.9 -5.1 -7.8 -3.7 -6.0
20150513-22.5% .0 -1.8 -7.3 -5.5 -7.3 -10.9 -14.5
20160104-24.1% 9.1 -4.5 -9.1 -9.1 .0 13.6 22.7
20150401-26.8% -16.7 -11.7 -11.7 13.3 3.3 -3.3 3.3
20160907-27.2% 12.5 18.7 31.2 31.2 31.2 18.7 12.5
20200828-27.9% -13.2 -27.0 -34.2 -35.2 -13.8 -32.9 -25.0
20171004-28% 4.9 -7.3 -9.8 -12.4 2.4 -11.0 -22.0
20170623-28.8% -13.5 -14.9 -16.2 -16.2 -12.2 -12.2 -11.8

Table 8a. PED average price changes following a 15% up day

Of the 1,551 trading days from 2015 to 2020, there were 52 days in which PED was up more than 15%. This table shows the average price changes over the 52 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ 15% -4.0 -7.8 -8.6 -5.6 -9.2 -6.8 -7.6

Table 8b. PED average price changes following a 15% down day

Of the 1,551 trading days from 2015 to 2020, there were 29 days in which PED was down more than -15%. This table shows the average price changes over the 29 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ -15% 4.5 10.6 8.8 7.4 10.8 15.9 16.8

Table 9. Periods when PED moved 10% or more

In this table, we track the price movements in the 20 days after PED had a one-day price change of at least 10%.

DatePrice ChangePrice Change after 10% Move
Days after:14710131619
20180627664.5% -11.4 -13.9 -23.2 -37.1 -19.8 13.5 -5.9
20200827167% -28.0 -50.7 -52.1 -54.5 -51.2 -48.3 -51.6
2017051083% 5.2 -17.5 -33.0 -38.1 -39.2 -40.2 -37.1
2016121254.5% -11.8 -29.4 -29.4 -35.3 -35.3 -35.3 -35.3
2018122850.9% -5.0 1.1 18.7 56.2 92.5 92.5 88.8
2017062250.7% -28.8 -41.3 -40.4 -35.6 -38.8 -36.5 -39.4
2018092442.1% -22.5 -21.1 -23.2 -25.7 -27.1 -27.9 -26.4
2015121741.6% -5.9 29.4 .0 70.6 41.2 23.5 17.6
2015123036.8% 11.5 -7.7 -19.2 -23.1 -23.1 -15.4 -3.8
2016042836.8% -7.7 -23.1 -19.2 -15.4 -7.7 -3.8 -7.7
2015033136.6% -26.8 -36.6 -34.1 -37.8 -14.6 -24.4 -24.4
2015122235.7% 15.8 -10.5 52.6 26.3 10.5 5.3 5.3
2020101334.3% 2.8 -8.3 -6.1 -7.8 -17.8 -17.8 -14.4
2015041533.3% 4.4 -10.3 -8.8 -7.4 -2.9 5.9 4.4
2019011432.8% -6.0 -7.2 -7.8 -15.1 -11.4 -15.1 -17.5
2016102830.7% 5.9 11.8 -11.8 -17.6 -29.4 -23.5 -29.4
2018071730.5% 6.5 -1.2 .8 -5.2 -10.5 -14.5 -17.7
2019081329.9% 2.2 7.9 10.1 12.2 12.2 -12.2 10.1
2016012129.4% 18.2 18.2 -4.5 13.6 .0 -4.5 4.5
2020091727.1% -9.2 -19.1 -6.9 16.0 10.7 10.7 41.2
2018071626.6% 30.5 35.3 19.5 23.2 15.3 9.5 11.6
2020092926.2% -3.2 .0 4.5 16.9 18.8 10.4 12.3
2016020425% -4.0 -16.0 -16.0 8.0 4.0 -4.0 -16.0
2020040324.7% -14.8 -14.3 -15.7 -15.6 -20.5 -23.5 -18.9
2015090924% 3.2 .0 .0 3.2 -29.0 -19.4 -16.1
2016040423.8% -11.5 -26.9 -23.1 -30.8 -26.9 -26.9 -7.7
2019090522.9% -.7 .7 9.3 16.0 4.7 .7 -8.7
2017120722.5% -13.2 -15.8 -18.4 -13.2 -13.2 -15.8 -2.6
2016060821.7% -7.1 -17.9 -21.4 -10.7 -21.4 .0 10.7
2015012619.9% -1.5 -6.1 -10.6 -9.1 -4.5 3.0 19.7
2020101618.8% -9.8 -7.7 -9.3 -19.1 -19.1 -15.8 -22.4
2016012218.1% 3.8 3.8 -23.1 -7.7 -19.2 -19.2 3.8
2016112118.1% .0 -7.7 -7.7 -15.4 -15.4 15.4 -7.7
2019121017.8% -3.6 4.2 3.0 4.2 8.5 .6 .0
2016092317.6% 5.0 -5.0 -10.0 .0 -15.0 -20.0 -25.0
2016021817.3% -7.4 -11.1 -11.1 -22.2 -14.8 .0 -18.5
2016030917.3% -14.8 -14.8 -29.6 -25.9 -29.6 -29.6 -14.8
2016031117.3% -7.4 -18.5 -25.9 -22.2 -25.9 -3.7 -33.3
2015012317% 20.0 3.6 16.4 12.7 9.1 21.8 27.3
2017053116.9% -15.9 -11.6 -4.3 -5.8 -1.4 50.7 -7.2
2016063016.6% .0 7.1 -17.9 -10.7 -14.3 -10.7 -17.9
2017041116.6% -7.5 -21.8 -28.6 -43.6 -39.8 -49.6 -56.4
2015081416.1% -2.8 -2.8 -2.8 2.8 -13.9 -11.1 -11.1
2019101415.9% -15.6 -13.1 -25.0 -26.9 -28.1 -23.8 -20.0
2015122315.7% -4.5 -13.6 31.8 9.1 -4.5 -18.2 -9.1
2016032115.7% -9.1 -4.5 -9.1 18.2 -18.2 -9.1 -4.5
2019010915.7% 7.3 41.8 40.0 39.1 28.2 33.6 28.2
2020060815.7% -10.6 -16.2 -13.5 -14.9 -19.6 -18.6 -20.6
2015072915.6% -5.4 -10.8 -16.2 -16.2 -5.4 -5.4 -5.4
2018010315.6% -5.4 -9.5 -6.8 -8.9 -14.9 -10.8 -9.7
2020100215.1% -12.0 -8.0 2.9 4.6 -2.9 -1.1 -13.7
2019111215% 1.4 1.4 9.0 31.7 11.7 6.9 -3.4
2015012214.6% 17.0 25.5 23.4 25.5 25.5 42.6 40.4
2019010214.6% -7.1 9.1 43.5 76.8 76.8 73.4 58.4
2017041013.9% 16.7 -3.5 -11.4 -33.3 -36.0 -37.7 -51.8
2020062913.9% -1.2 -3.7 7.2 -8.5 -5.5 3.2 8.2
2016081213.6% -4.0 -8.0 -8.0 -8.0 -8.0 -8.0 -28.0
2019010813% 15.8 74.7 57.9 54.7 55.8 54.7 49.5
2015022012.8% 2.5 .0 -7.6 -15.2 -20.3 -20.3 -25.3
2015072112.8% -13.6 -25.0 -20.5 -25.0 -29.5 -29.5 -20.5
2019030812.6% -10.0 -2.0 1.2 -.4 1.6 5.6 10.4
2016052612.5% 3.7 3.7 .0 -3.7 -14.8 -18.5 -7.4
2016090812.4% 5.6 5.6 16.7 -5.6 16.7 .0 5.6
2018020112.4% -6.7 -8.3 -19.4 -19.4 -19.4 -19.4 -20.8
2017112911.8% -10.3 -6.1 .0 -3.0 -6.1 .0 .0
2020070611.8% -2.1 -7.2 -12.0 -13.2 -1.9 3.3 -2.5
2015122911.7% 36.8 15.8 15.8 -5.3 5.3 -10.5 42.1
2019022111.7% -7.1 -5.7 -9.0 5.7 8.1 17.6 19.5
2020092511.6% 7.0 33.3 27.2 27.2 62.3 44.7 48.2
2015123111.5% .0 -17.2 -27.6 -37.9 -31.0 -10.3 -10.3
2017082411.4% -7.4 -7.4 -2.5 -1.5 -11.0 -17.6 -15.4
2017120111.4% -1.5 15.2 .0 -6.1 -6.1 .0 -6.1
2015022411.1% -12.2 -16.7 -18.9 -27.8 -27.8 -28.9 -37.8
2016011311.1% -10.0 .0 30.0 30.0 5.0 25.0 10.0
2016011511.1% .0 10.0 25.0 35.0 .0 20.0 5.0
2016100711.1% -15.0 -20.0 -25.0 -25.0 -35.0 -10.0 -5.0
2017040411.1% .0 14.0 10.0 -3.0 -19.0 -26.0 -29.0
2019052810.9% 9.4 -3.8 1.4 3.8 -.5 -.9 1.9
2015091510.7% -3.2 .0 -6.5 -25.8 -16.1 -9.7 -22.6
2016070510.7% -3.2 -25.8 -19.4 -22.6 -19.4 -25.8 -25.8
2017081810.6% -9.6 -6.8 -12.3 -9.2 -10.3 -12.5 -19.9
2016040110.5% 23.8 -14.3 -4.8 .0 .0 -14.3 23.8
2016042010.5% -9.5 -9.5 14.3 -4.8 .0 4.8 14.3
2017102010.5% .0 -13.1 -23.8 -28.6 -21.4 -25.0 -26.2
2020072110.4% 4.0 9.9 1.4 -6.7 -2.3 -3.1 -5.5
2015020310.3% -7.8 -6.3 -1.6 6.2 23.4 23.4 17.2
2020060510.3% 15.7 -3.2 3.5 1.6 -3.3 -4.6 -8.1
2018072610.1% 1.6 -18.8 -10.8 -16.0 -24.4 -31.2 -14.8
2019021310.1% .0 19.1 28.3 30.3 25.7 46.1 49.3
2016050310% -9.1 -4.5 .0 9.1 13.6 9.1 27.3
2016120810% .0 27.3 .0 9.1 .0 .0 .0
2017011210% .0 .0 .0 .0 .0 .0 .0
2017032010% -9.1 -9.1 -9.1 -18.2 .0 20.9 .0
2017040610% -9.1 11.8 -5.5 -13.6 -31.8 -27.3 -39.1
20190311-10% .9 9.8 11.6 15.6 15.6 19.6 18.7
20190812-10% 29.9 40.2 39.3 59.8 41.1 40.6 39.3
20200626-10% 13.9 9.7 20.1 13.9 8.0 6.5 20.3
20171130-10.3% 11.5 4.7 8.1 4.7 4.7 11.5 4.7
20181220-10.4% -18.6 -38.3 -11.6 -5.9 10.5 45.3 79.1
20200518-10.4% 4.9 3.3 3.2 .5 7.3 22.5 14.8
20150112-10.5% 8.8 17.6 20.6 94.1 67.6 88.2 82.4
20150522-10.5% .0 2.0 2.0 -3.9 -2.0 .0 -5.9
20161104-10.5% -11.8 -17.6 -29.4 -35.3 -29.4 -35.3 -23.5
20170413-10.5% .0 -8.2 -30.9 -33.6 -35.5 -50.0 -11.8
20190425-10.5% 2.1 -.5 6.7 -2.6 6.2 6.2 4.1
20200609-10.5% 1.1 -2.2 -5.6 -5.3 -19.1 -9.8 -.8
20190424-10.6% -10.6 -7.8 -3.7 -4.6 -7.7 -5.5 -7.3
20200306-10.6% -20.8 -22.7 -23.2 -13.8 -13.7 -15.3 -8.7
20160603-10.7% 8.0 4.0 -8.0 -12.0 .0 -12.0 12.0
20180711-10.7% 4.7 66.4 72.5 52.3 57.0 47.0 39.6
20150727-10.8% -3.0 6.1 .0 .0 -6.1 12.1 6.1
20150831-10.8% .0 -3.0 -6.1 -15.2 -9.1 -3.0 -24.2
20160613-11.1% -4.2 -8.3 4.2 -8.3 16.7 29.2 8.3
20200902-11.1% 6.7 -3.8 -5.2 26.0 -1.9 9.6 43.3
20170501-11.2% .0 -22.5 36.6 16.9 -2.8 -12.7 -16.9
20150227-11.3% 7.1 4.3 -7.1 -7.1 -8.6 -20.0 -15.7
20180628-11.3% 8.1 -2.9 -21.0 -25.7 18.1 22.4 8.1
20200901-11.3% -11.1 -13.7 -17.9 -12.0 -6.8 -12.7 31.6
20150420-11.4% -1.6 .0 1.6 6.5 16.1 14.5 -3.2
20150603-11.5% 6.5 2.2 2.2 4.3 8.7 -2.2 -2.2
20160405-11.5% -21.7 -13.0 -13.0 -17.4 -21.7 -17.4 -13.0
20160711-11.5% .0 4.3 4.3 8.7 -4.3 8.7 .0
20151208-11.7% -6.7 -20.0 13.3 26.7 40.0 73.3 46.7
20161107-11.7% .0 -6.7 -20.0 -13.3 -20.0 -20.0 -20.0
20161213-11.7% -6.7 -26.7 -20.0 -26.7 -26.7 -26.7 -26.7
20150320-11.8% 7.7 13.5 57.7 -3.8 -1.9 5.8 36.5
20150928-11.9% 4.5 18.2 27.3 9.1 9.1 4.5 13.6
20160817-11.9% 4.5 4.5 4.5 4.5 4.5 -18.2 -13.6
20201005-11.9% -5.8 -5.8 20.1 7.1 9.7 7.8 -3.9
20180703-12% .0 -18.6 -23.5 21.6 26.0 11.3 14.7
20150811-12.1% 6.9 20.7 20.7 20.7 27.6 6.9 10.3
20150225-12.2% .0 -7.6 -15.2 -20.3 -20.3 -25.3 -29.1
20150914-12.5% 10.7 10.7 14.3 -21.4 -10.7 -7.1 .0
20151221-12.5% 35.7 50.0 85.7 57.1 57.1 28.6 42.9
20170512-12.7% -6.7 -22.5 -30.3 -33.7 -22.5 -32.6 -24.7
20171208-13.1% -3.0 -6.1 -6.1 .0 -6.1 -3.0 6.1
20181210-13.1% -1.6 2.0 -23.8 -53.7 -57.9 -39.7 -34.9
20200831-13.1% -11.4 -19.7 -25.7 -25.4 -9.8 -19.7 -7.6
20190716-13.2% 7.4 -4.9 -13.5 -20.2 -16.0 -24.5 -34.4
20161024-13.3% 7.7 30.8 46.2 15.4 7.7 -7.7 -15.4
20170626-13.5% .0 .0 -4.7 -3.1 .0 2.8 .0
20150722-13.6% -2.6 -15.8 -7.9 -13.2 -13.2 -18.4 -2.6
20160318-13.6% 15.8 10.5 .0 10.5 -5.3 5.3 5.3
20180801-13.6% 7.9 2.5 4.4 -6.9 -7.4 3.9 9.4
20150925-13.7% -12.0 .0 4.0 12.0 -8.0 -8.0 -4.0
20151012-14.2% .0 .0 -4.2 -4.2 4.2 -4.2 .0
20151204-14.2% -5.6 -22.2 -38.9 -11.1 22.2 -5.6 61.1
20151214-14.2% -8.3 33.3 83.3 41.7 141.7 100.0 75.0
20160112-14.2% 11.1 11.1 22.2 38.9 50.0 11.1 33.3
20160418-14.2% 5.6 .0 5.6 11.1 16.7 16.7 27.8
20170421-14.7% -6.2 -9.9 -12.3 -32.1 19.8 2.5 -14.8
20200406-14.7% 4.1 .5 -5.4 -2.6 -7.0 -12.0 -4.6
20150105-14.8% .0 -5.0 -2.5 .0 17.5 62.5 55.0
20160310-14.8% 17.4 -4.3 -4.3 -8.7 -17.4 -8.7 -21.7
20160607-14.8% 21.7 4.3 4.3 .0 .0 4.3 21.7
20180706-14.9% -8.8 -14.3 36.3 41.2 24.7 28.6 20.3
20160120-15% 29.4 47.1 58.8 17.6 41.2 23.5 29.4
20161010-15% 5.9 -5.9 -5.9 -23.5 -23.5 5.9 .0
20200228-15.4% 1.0 11.9 -20.8 -19.2 -17.8 -18.8 -14.9
20191015-15.6% 4.4 -1.5 -11.1 -13.3 -14.1 -5.9 -6.7
20170601-15.9% 3.4 15.5 12.1 10.3 19.0 27.6 5.2
20170504-16.4% -1.8 73.2 48.2 23.2 10.7 5.4 23.2
20150402-16.6% .0 2.0 10.0 42.0 22.0 24.0 26.0
20160301-16.6% 5.0 15.0 15.0 15.0 -5.0 .0 -5.0
20160502-16.6% 10.0 5.0 5.0 15.0 25.0 20.0 40.0
20160809-16.6% 5.0 20.0 15.0 15.0 15.0 15.0 15.0
20181224-16.7% .0 37.2 49.4 44.1 102.4 167.6 164.2
20201015-16.7% 18.8 10.4 12.3 -1.9 3.2 -2.6 -.6
20181221-18.6% -16.7 -24.3 8.6 17.1 57.1 137.1 114.3
20190904-18.9% 23.0 28.7 23.1 32.0 33.6 23.8 14.8
20151228-19% 11.8 70.6 41.2 23.5 5.9 17.6 52.9
20160922-19% 17.6 11.8 11.8 5.9 5.9 -5.9 -5.9
20160707-20% 8.3 .0 .0 4.2 .0 -8.3 .0
20200309-20.7% .0 2.0 3.8 2.5 7.5 9.4 43.7
20160406-21.7% .0 11.1 16.7 16.7 .0 44.4 22.2
20150908-21.8% 24.0 12.0 20.0 28.0 .0 .0 -4.0
20160201-22.2% -4.8 14.3 .0 .0 28.6 23.8 14.3
20180925-22.4% 2.3 .9 -.9 -5.1 -7.8 -3.7 -6.0
20150513-22.5% .0 -1.8 -7.3 -5.5 -7.3 -10.9 -14.5
20160104-24.1% 9.1 -4.5 -9.1 -9.1 .0 13.6 22.7
20150401-26.8% -16.7 -11.7 -11.7 13.3 3.3 -3.3 3.3
20160907-27.2% 12.5 18.7 31.2 31.2 31.2 18.7 12.5
20200828-27.9% -13.2 -27.0 -34.2 -35.2 -13.8 -32.9 -25.0
20171004-28% 4.9 -7.3 -9.8 -12.4 2.4 -11.0 -22.0
20170623-28.8% -13.5 -14.9 -16.2 -16.2 -12.2 -12.2 -11.8

Table 9a. PED average price changes following a 10% up day

Of the 1,551 trading days from 2015 to 2020, there were 94 days in which PED was up more than 10%. This table shows the average price changes over the 94 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ 10% -2.3 -4.0 -4.2 -3.9 -6.0 -3.7 -4.1

Table 9b. PED average price changes following a 10% down day

Of the 1,551 trading days from 2015 to 2020, there were 91 days in which PED was down more than -10%. This table shows the average price changes over the 91 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ -10% 2.5 3.5 5.5 3.7 7.1 8.2 10.9

Table 10. Periods when PED moved 5% or more

In this table, we track the price movements in the 20 days after PED had a one-day price change of at least 5%.

DatePrice ChangePrice Change after 5% Move
Days after:14710131619
20180627664.5% -11.4 -13.9 -23.2 -37.1 -19.8 13.5 -5.9
20200827167% -28.0 -50.7 -52.1 -54.5 -51.2 -48.3 -51.6
2017051083% 5.2 -17.5 -33.0 -38.1 -39.2 -40.2 -37.1
2016121254.5% -11.8 -29.4 -29.4 -35.3 -35.3 -35.3 -35.3
2018122850.9% -5.0 1.1 18.7 56.2 92.5 92.5 88.8
2017062250.7% -28.8 -41.3 -40.4 -35.6 -38.8 -36.5 -39.4
2018092442.1% -22.5 -21.1 -23.2 -25.7 -27.1 -27.9 -26.4
2015121741.6% -5.9 29.4 .0 70.6 41.2 23.5 17.6
2015123036.8% 11.5 -7.7 -19.2 -23.1 -23.1 -15.4 -3.8
2016042836.8% -7.7 -23.1 -19.2 -15.4 -7.7 -3.8 -7.7
2015033136.6% -26.8 -36.6 -34.1 -37.8 -14.6 -24.4 -24.4
2015122235.7% 15.8 -10.5 52.6 26.3 10.5 5.3 5.3
2020101334.3% 2.8 -8.3 -6.1 -7.8 -17.8 -17.8 -14.4
2015041533.3% 4.4 -10.3 -8.8 -7.4 -2.9 5.9 4.4
2019011432.8% -6.0 -7.2 -7.8 -15.1 -11.4 -15.1 -17.5
2016102830.7% 5.9 11.8 -11.8 -17.6 -29.4 -23.5 -29.4
2018071730.5% 6.5 -1.2 .8 -5.2 -10.5 -14.5 -17.7
2019081329.9% 2.2 7.9 10.1 12.2 12.2 -12.2 10.1
2016012129.4% 18.2 18.2 -4.5 13.6 .0 -4.5 4.5
2020091727.1% -9.2 -19.1 -6.9 16.0 10.7 10.7 41.2
2018071626.6% 30.5 35.3 19.5 23.2 15.3 9.5 11.6
2020092926.2% -3.2 .0 4.5 16.9 18.8 10.4 12.3
2016020425% -4.0 -16.0 -16.0 8.0 4.0 -4.0 -16.0
2020040324.7% -14.8 -14.3 -15.7 -15.6 -20.5 -23.5 -18.9
2015090924% 3.2 .0 .0 3.2 -29.0 -19.4 -16.1
2016040423.8% -11.5 -26.9 -23.1 -30.8 -26.9 -26.9 -7.7
2019090522.9% -.7 .7 9.3 16.0 4.7 .7 -8.7
2017120722.5% -13.2 -15.8 -18.4 -13.2 -13.2 -15.8 -2.6
2016060821.7% -7.1 -17.9 -21.4 -10.7 -21.4 .0 10.7
2015012619.9% -1.5 -6.1 -10.6 -9.1 -4.5 3.0 19.7
2020101618.8% -9.8 -7.7 -9.3 -19.1 -19.1 -15.8 -22.4
2016012218.1% 3.8 3.8 -23.1 -7.7 -19.2 -19.2 3.8
2016112118.1% .0 -7.7 -7.7 -15.4 -15.4 15.4 -7.7
2019121017.8% -3.6 4.2 3.0 4.2 8.5 .6 .0
2016092317.6% 5.0 -5.0 -10.0 .0 -15.0 -20.0 -25.0
2016021817.3% -7.4 -11.1 -11.1 -22.2 -14.8 .0 -18.5
2016030917.3% -14.8 -14.8 -29.6 -25.9 -29.6 -29.6 -14.8
2016031117.3% -7.4 -18.5 -25.9 -22.2 -25.9 -3.7 -33.3
2015012317% 20.0 3.6 16.4 12.7 9.1 21.8 27.3
2017053116.9% -15.9 -11.6 -4.3 -5.8 -1.4 50.7 -7.2
2016063016.6% .0 7.1 -17.9 -10.7 -14.3 -10.7 -17.9
2017041116.6% -7.5 -21.8 -28.6 -43.6 -39.8 -49.6 -56.4
2015081416.1% -2.8 -2.8 -2.8 2.8 -13.9 -11.1 -11.1
2019101415.9% -15.6 -13.1 -25.0 -26.9 -28.1 -23.8 -20.0
2015122315.7% -4.5 -13.6 31.8 9.1 -4.5 -18.2 -9.1
2016032115.7% -9.1 -4.5 -9.1 18.2 -18.2 -9.1 -4.5
2019010915.7% 7.3 41.8 40.0 39.1 28.2 33.6 28.2
2020060815.7% -10.6 -16.2 -13.5 -14.9 -19.6 -18.6 -20.6
2015072915.6% -5.4 -10.8 -16.2 -16.2 -5.4 -5.4 -5.4
2018010315.6% -5.4 -9.5 -6.8 -8.9 -14.9 -10.8 -9.7
2020100215.1% -12.0 -8.0 2.9 4.6 -2.9 -1.1 -13.7
2019111215% 1.4 1.4 9.0 31.7 11.7 6.9 -3.4
2015012214.6% 17.0 25.5 23.4 25.5 25.5 42.6 40.4
2019010214.6% -7.1 9.1 43.5 76.8 76.8 73.4 58.4
2017041013.9% 16.7 -3.5 -11.4 -33.3 -36.0 -37.7 -51.8
2020062913.9% -1.2 -3.7 7.2 -8.5 -5.5 3.2 8.2
2016081213.6% -4.0 -8.0 -8.0 -8.0 -8.0 -8.0 -28.0
2019010813% 15.8 74.7 57.9 54.7 55.8 54.7 49.5
2015022012.8% 2.5 .0 -7.6 -15.2 -20.3 -20.3 -25.3
2015072112.8% -13.6 -25.0 -20.5 -25.0 -29.5 -29.5 -20.5
2019030812.6% -10.0 -2.0 1.2 -.4 1.6 5.6 10.4
2016052612.5% 3.7 3.7 .0 -3.7 -14.8 -18.5 -7.4
2016090812.4% 5.6 5.6 16.7 -5.6 16.7 .0 5.6
2018020112.4% -6.7 -8.3 -19.4 -19.4 -19.4 -19.4 -20.8
2017112911.8% -10.3 -6.1 .0 -3.0 -6.1 .0 .0
2020070611.8% -2.1 -7.2 -12.0 -13.2 -1.9 3.3 -2.5
2015122911.7% 36.8 15.8 15.8 -5.3 5.3 -10.5 42.1
2019022111.7% -7.1 -5.7 -9.0 5.7 8.1 17.6 19.5
2020092511.6% 7.0 33.3 27.2 27.2 62.3 44.7 48.2
2015123111.5% .0 -17.2 -27.6 -37.9 -31.0 -10.3 -10.3
2017082411.4% -7.4 -7.4 -2.5 -1.5 -11.0 -17.6 -15.4
2017120111.4% -1.5 15.2 .0 -6.1 -6.1 .0 -6.1
2015022411.1% -12.2 -16.7 -18.9 -27.8 -27.8 -28.9 -37.8
2016011311.1% -10.0 .0 30.0 30.0 5.0 25.0 10.0
2016011511.1% .0 10.0 25.0 35.0 .0 20.0 5.0
2016100711.1% -15.0 -20.0 -25.0 -25.0 -35.0 -10.0 -5.0
2017040411.1% .0 14.0 10.0 -3.0 -19.0 -26.0 -29.0
2019052810.9% 9.4 -3.8 1.4 3.8 -.5 -.9 1.9
2015091510.7% -3.2 .0 -6.5 -25.8 -16.1 -9.7 -22.6
2016070510.7% -3.2 -25.8 -19.4 -22.6 -19.4 -25.8 -25.8
2017081810.6% -9.6 -6.8 -12.3 -9.2 -10.3 -12.5 -19.9
2016040110.5% 23.8 -14.3 -4.8 .0 .0 -14.3 23.8
2016042010.5% -9.5 -9.5 14.3 -4.8 .0 4.8 14.3
2017102010.5% .0 -13.1 -23.8 -28.6 -21.4 -25.0 -26.2
2020072110.4% 4.0 9.9 1.4 -6.7 -2.3 -3.1 -5.5
2015020310.3% -7.8 -6.3 -1.6 6.2 23.4 23.4 17.2
2020060510.3% 15.7 -3.2 3.5 1.6 -3.3 -4.6 -8.1
2018072610.1% 1.6 -18.8 -10.8 -16.0 -24.4 -31.2 -14.8
2019021310.1% .0 19.1 28.3 30.3 25.7 46.1 49.3
2016050310% -9.1 -4.5 .0 9.1 13.6 9.1 27.3
2016120810% .0 27.3 .0 9.1 .0 .0 .0
2017011210% .0 .0 .0 .0 .0 .0 .0
2017032010% -9.1 -9.1 -9.1 -18.2 .0 20.9 .0
2017040610% -9.1 11.8 -5.5 -13.6 -31.8 -27.3 -39.1
201706079.8% .0 -7.5 1.5 3.0 -4.5 -6.0 -7.5
201707069.8% -7.5 -3.0 -3.0 -2.5 -4.5 -3.0 -4.5
201507109.7% -6.7 -13.3 -2.2 -17.8 -17.8 -28.9 -26.7
201603049.5% .0 .0 .0 -17.4 -13.0 -17.4 -17.4
201704289.5% -11.3 -30.0 -33.8 11.2 -6.3 -18.8 -27.5
201905299.4% -1.7 -10.3 -9.5 -4.3 -9.5 -9.5 -4.3
201808209.3% 4.3 8.5 24.5 26.1 28.7 24.5 11.7
201903149.3% .8 2.4 6.1 6.1 9.8 9.0 5.7
201902159.2% .0 26.5 18.1 16.9 23.5 35.5 47.6
201909169.2% -6.7 1.2 -6.7 -9.8 -14.6 -13.4 -15.9
201908159.1% -3.2 -3.9 10.3 -2.6 -2.9 -3.9 -2.6
201505159% -6.7 -5.0 -15.0 -10.0 -23.3 -18.3 -16.7
201512169% 41.7 58.3 75.0 116.7 83.3 83.3 50.0
201601059% .0 -12.5 -25.0 -16.7 8.3 8.3 -12.5
201606299% 16.7 29.2 8.3 .0 .0 4.2 .0
201611299% .0 -8.3 -8.3 25.0 .0 .0 -8.3
201612209% .0 -8.3 -8.3 -8.3 -8.3 -16.7 -8.3
201702229% -8.3 -8.3 -8.3 -16.7 -16.7 -16.7 -16.7
201902199% 3.9 8.3 3.9 12.7 38.1 23.8 47.5
201905108.9% -2.8 -.5 -2.4 -7.7 12.1 -1.4 3.9
201911258.9% 7.3 -9.0 -12.9 -21.3 -6.7 -3.9 -4.5
201501138.8% 5.4 8.1 27.0 75.7 67.6 59.5 62.2
201501308.7% -6.5 -4.8 -4.8 8.1 6.5 30.6 27.4
201509308.6% .0 4.0 12.0 -8.0 -8.0 -4.0 -8.0
201510298.6% -4.0 .0 -4.0 -8.0 -12.0 -16.0 -20.0
201511048.6% -4.0 -8.0 -8.0 -8.0 -20.0 -20.0 -24.0
201605198.6% .0 -4.0 12.0 12.0 -8.0 8.0 -8.0
201606228.6% -4.0 -12.0 12.0 20.0 -8.0 .0 -4.0
201608028.6% -4.0 -4.0 -12.0 .0 -4.0 -8.0 -8.0
201803208.6% 2.8 -4.9 -8.0 1.2 -4.9 3.7 1.2
201808228.6% -.9 4.2 11.3 18.3 8.9 2.3 -2.3
202004298.6% -.3 -3.9 -5.2 -11.8 -22.4 -22.8 -21.0
201506158.5% -5.9 -2.0 -3.9 -11.8 -11.8 -17.6 -11.8
201510068.3% 7.7 -7.7 -7.7 -11.5 -3.8 -11.5 -7.7
201602258.3% -7.7 -19.2 -11.5 -11.5 -11.5 -26.9 -23.1
201607088.3% -11.5 -3.8 -7.7 -3.8 -11.5 -11.5 -11.5
201612018.3% -7.7 -23.1 30.8 .0 -7.7 -15.4 -15.4
201711068.3% 4.6 .0 -4.6 -7.7 -7.7 -9.2 1.5
201903078.2% 12.6 .9 20.3 16.7 17.6 25.2 21.6
201606068% -14.8 .0 -14.8 -14.8 -11.1 -18.5 3.7
201806298% 2.2 -5.7 -26.4 -33.9 16.3 7.9 10.1
201903188% -5.2 -6.7 -4.9 -1.1 3.4 -6.4 -2.2
201909198% -4.6 -12.1 -14.9 -19.5 -18.4 -20.7 -19.0
202010088% -9.9 14.9 2.5 5.0 3.1 -8.1 -8.1
201808027.8% 1.4 -3.2 -6.8 -14.6 -10.5 -6.8 6.8
201503237.6% .0 5.4 7.1 -7.1 -3.6 -8.9 25.0
201510077.6% -3.6 -14.3 -14.3 -17.9 -17.9 -10.7 -17.9
201610257.6% -7.1 28.6 35.7 7.1 .0 -14.3 -7.1
201505077.4% 2.8 -23.6 -22.2 -20.8 -29.2 -25.0 -36.1
201804037.4% -2.4 -7.6 1.5 .0 1.5 -3.0 -3.0
201911217.4% 3.4 12.0 -.6 -5.1 4.4 5.7 7.6
201907177.3% -5.7 -10.3 -22.9 -26.3 -26.3 -26.9 -20.6
201911267.3% -7.3 -17.8 -21.5 -13.6 -12.6 -11.0 -11.0
201812127.2% -2.3 -21.1 -47.4 -60.1 -42.9 -39.2 -28.6
201901107.2% 5.9 30.5 30.5 28.0 16.9 20.3 16.9
201503027.1% -2.7 -10.7 -16.0 -16.0 -21.3 -25.3 -21.3
201605317.1% -6.7 -10.0 -13.3 -23.3 -26.7 -16.7 -26.7
201905037.1% -1.0 -9.5 -1.4 -1.4 -3.3 -9.0 8.6
202004027.1% 24.8 5.2 7.4 5.4 -4.7 -3.4 1.6
202003187% .9 2.3 2.3 3.6 18.0 18.6 16.8
202009287% 26.2 43.4 22.1 9.8 26.2 35.2 36.1
201903296.9% -5.0 -.7 -10.1 -6.1 -3.2 -9.7 -29.9
201504246.8% .0 6.5 3.2 19.4 -11.3 -9.7 -8.1
201508126.8% .0 19.4 12.9 6.5 6.5 3.2 -19.4
201803056.8% 3.2 8.1 3.2 -3.2 3.2 -3.2 -3.2
201903056.8% .5 10.3 20.1 24.0 22.1 24.5 29.4
202002196.8% -.8 .8 -19.2 -13.6 -36.0 -37.6 -38.0
201808286.7% 5.4 6.8 9.0 5.4 -5.4 -4.5 26.1
202009036.7% -4.5 -11.7 -11.2 7.2 -4.5 9.9 36.9
201610196.6% -6.3 -12.5 6.2 18.7 -6.3 -12.5 -25.0
201811236.6% -1.3 -1.3 -8.8 -9.4 -16.9 -27.5 -46.2
201506046.5% .0 2.0 4.1 -2.0 -2.0 -8.2 -12.2
201901306.5% .0 -4.1 -6.8 3.4 12.9 42.9 33.3
201907096.5% .0 -4.1 -15.8 -19.9 -31.1 -34.2 -34.2
201508106.4% -12.1 9.1 9.1 3.0 6.1 .0 -3.0
201712216.4% .0 -6.1 -3.0 6.1 1.5 4.5 2.1
201807186.4% 1.9 -15.5 -3.8 -23.1 -15.5 -20.5 -28.4
201502136.3% .0 4.5 34.3 4.5 4.5 .0 -3.0
201506106.3% .0 -4.0 .0 -2.0 -10.0 -10.0 -16.0
201706166.2% .0 52.9 -5.9 -5.9 -10.3 -8.8 -5.9
201502196% 12.9 12.9 7.1 4.3 -7.1 -7.1 -8.6
201505016% -5.7 2.9 1.4 -14.3 -21.4 -27.1 -25.7
201508276% 5.7 -11.4 -8.6 -8.6 -11.4 -11.4 -8.6
201803085.9% -1.2 -5.6 -11.5 -5.6 -11.5 -11.5 -5.0
201805175.9% -5.9 -2.9 -8.2 -10.0 -7.9 -9.1 -6.8
201901115.9% 32.8 20.0 17.6 18.4 17.6 13.6 12.0
201504095.8% -1.9 25.9 14.8 7.4 14.8 29.6 24.1
201610115.8% -5.6 -11.1 -16.7 -22.2 -5.6 5.6 -16.7
201610315.8% .0 -5.6 -16.7 -27.8 -33.3 -27.8 -33.3
201710195.8% 10.5 2.6 -13.2 -15.8 -10.5 -14.5 -18.4
201908235.8% 5.6 -6.8 -7.1 -8.0 -6.8 1.2 7.4
201508185.7% -2.7 -8.1 -5.4 -10.8 -13.5 -16.2 -24.3
201508285.7% -10.8 -13.5 -32.4 -13.5 -18.9 -16.2 -21.6
201710135.7% -5.4 2.7 8.1 -5.4 -16.2 -12.2 -11.1
201804115.6% -.9 -2.4 -.9 -5.3 -5.3 -9.8 -1.2
201604085.5% 5.3 5.3 .0 -5.3 .0 5.3 10.5
201604195.5% 10.5 -5.3 36.8 15.8 10.5 10.5 21.1
201604265.5% .0 5.3 10.5 10.5 21.1 21.1 31.6
201609095.5% 5.3 5.3 10.5 5.3 .0 .0 -5.3
201610035.5% -5.3 5.3 -10.5 -15.8 -21.1 -26.3 -10.5
201610055.5% -5.3 -5.3 -15.8 -15.8 -31.6 -31.6 -5.3
201611025.5% .0 -21.1 -26.3 -36.8 -31.6 -36.8 -36.8
201908265.5% -8.8 -8.8 -28.7 -10.5 -14.6 -10.5 -2.9
201501085.4% -2.6 .0 2.6 20.5 66.7 59.0 51.3
201501145.4% -2.6 .0 41.0 51.3 48.7 51.3 51.3
201705085.4% -8.6 53.4 29.3 12.1 .0 1.7 3.4
201808295.4% 2.6 5.6 .0 -3.8 -12.8 -14.1 -7.3
201503265.3% .0 1.7 -11.9 -8.5 -13.6 18.6 5.1
201811075.3% 1.1 -5.1 -11.9 -14.8 -10.2 -10.2 -17.0
202005145.3% -6.8 -15.6 -13.8 -10.6 -12.5 -1.2 3.4
201501165.2% .0 17.5 62.5 55.0 47.5 50.0 57.5
201512025.2% 5.0 -25.0 -30.0 -40.0 -30.0 5.0 -5.0
201603305.2% -5.0 15.0 -5.0 .0 -10.0 -5.0 -5.0
201604115.2% .0 5.0 5.0 -10.0 30.0 10.0 5.0
201609125.2% -5.0 5.0 5.0 5.0 -5.0 -10.0 .0
201609155.2% 5.0 5.0 5.0 -5.0 -10.0 .0 -15.0
201906115.2% .9 -4.5 -4.5 .9 -5.5 -12.7 -16.4
201909185.2% 8.1 -2.5 -6.2 -14.9 -13.0 -15.5 -16.1
202011035.2% -6.9 -3.1 -10.7 -17.0 -17.0 -11.9 -15.1
201501215.1% 14.6 58.5 51.2 43.9 46.3 53.7 65.9
201507095.1% 9.8 2.4 -4.9 -9.8 -22.0 -14.6 -19.5
201705115.1% -12.7 -26.5 -36.3 -43.1 -42.2 -41.2 -34.3
201911055.1% 4.1 3.3 23.0 17.2 33.9 45.1 28.7
202011245.1%
201502065% -3.2 1.6 9.7 27.4 27.4 21.0 17.7
201512035% -14.3 -33.3 -42.9 -19.0 -9.5 .0 23.8
201603025% .0 9.5 28.6 4.8 4.8 .0 -9.5
201603245% .0 -4.8 23.8 -14.3 -4.8 .0 .0
201604155% -14.3 -9.5 -9.5 14.3 -4.8 .0 4.8
201605055% .0 .0 9.5 19.0 14.3 33.3 33.3
201608105% 4.8 19.0 14.3 9.5 9.5 9.5 4.8
201609165% .0 -19.0 .0 -14.3 -9.5 -19.0 -23.8
201609265% .0 -14.3 -9.5 -19.0 -23.8 -28.6 -28.6
20151201-5% 5.3 -10.5 -26.3 -42.1 -15.8 15.8 -10.5
20160331-5% 10.5 -5.3 5.3 5.3 .0 -5.3 .0
20160913-5% .0 10.5 -10.5 10.5 -5.3 .0 -10.5
20180118-5% .0 3.1 .0 12.5 3.1 -9.7 -6.3
20180228-5% 1.8 12.3 17.5 12.3 5.3 12.3 5.3
20181231-5% .0 7.9 44.7 118.4 97.4 93.4 94.7
20190228-5% 3.2 9.0 19.7 30.3 34.6 32.4 35.1
20190401-5% 1.9 1.1 -1.9 1.1 -2.3 -7.6 -24.6
20170914-5.1% -4.3 -1.7 -4.3 -.9 -2.6 -29.9 -36.8
20180920-5.1% -2.0 10.4 9.0 7.0 2.5 -.5 4.0
20160422-5.2% .0 44.4 22.2 16.7 16.7 27.8 38.9
20160930-5.2% 5.6 .0 .0 -11.1 -11.1 -27.8 -27.8
20161004-5.2% 5.6 -5.6 -11.1 -16.7 -16.7 -27.8 .0
20161006-5.2% 11.1 -5.6 -11.1 -16.7 -22.2 -5.6 5.6
20180209-5.2% .3 .3 .3 .3 -1.4 7.3 17.3
20190319-5.2% -.8 2.8 2.8 6.3 5.5 2.4 5.5
20170912-5.3% 2.0 -5.8 -4.1 -5.8 -2.5 -32.2 -33.6
20150730-5.4% .0 -5.7 -5.7 -11.4 5.7 .0 -5.7
20170417-5.4% -6.7 -22.1 -28.8 -31.7 -46.2 -49.0 -14.4
20171010-5.4% -2.6 -7.9 .0 5.3 -7.9 -18.4 -14.5
20171012-5.4% 5.7 2.6 20.0 4.3 -8.6 -14.3 -5.7
20171016-5.4% .0 20.0 11.4 -5.7 -8.6 -2.9 -7.1
20180104-5.4% -2.9 -7.4 -1.4 -8.6 -6.9 -7.7 -8.6
20190523-5.4% -.5 20.8 6.3 12.0 14.6 9.9 9.4
20190702-5.4% 1.1 -3.2 -1.1 -14.2 -12.1 -19.5 -33.7
20191001-5.4% -2.1 .0 -2.9 -3.6 -.7 -14.3 -16.4
20150601-5.5% 2.0 -3.9 -2.0 .0 -5.9 -5.9 -11.8
20151207-5.5% -11.8 -17.6 -29.4 -17.6 23.5 11.8 70.6
20161012-5.5% -5.9 -11.8 -11.8 -23.5 5.9 11.8 -11.8
20170503-5.6% -16.4 -20.9 32.8 11.9 -3.0 -13.4 -11.9
20181102-5.6% -3.6 6.6 .0 -7.2 -10.2 -5.4 -5.4
20190708-5.6% 6.5 1.6 -4.9 -15.8 -23.4 -29.3 -25.5
20200316-5.6% .7 13.0 13.2 11.1 19.7 32.5 27.9
20200730-5.6% .3 -5.6 -4.3 -5.5 -8.0 -6.8 -8.0
20150504-5.7% -3.0 12.1 -16.7 -15.2 -13.6 -22.7 -18.2
20150826-5.7% 6.1 .0 -3.0 -6.1 -15.2 -9.1 -3.0
20170519-5.7% .0 -10.8 -9.2 -7.7 3.1 .0 -1.5
20171030-5.7% -3.0 -9.1 .0 -4.5 -6.1 -12.1 -6.1
20190718-5.7% 1.2 -7.3 -23.6 -18.8 -24.8 -27.9 -13.9
20200323-5.7% 3.7 3.7 4.9 19.5 20.1 18.3 18.3
20150616-5.8% .0 4.2 -6.2 -6.2 -6.2 -18.8 -12.5
20151218-5.8% -12.5 31.2 18.7 81.2 50.0 31.2 12.5
20161013-5.8% .0 .0 -18.8 -18.8 12.5 6.2 -6.3
20180518-5.8% 3.1 -3.1 -3.8 .0 -3.4 -3.1 -3.1
20181023-5.8% -4.7 -9.9 -7.8 -13.0 -6.2 -11.5 -22.9
20190805-5.8% -3.9 -7.8 10.1 16.3 18.6 20.9 20.9
20201006-5.8% 2.8 -7.6 6.2 13.8 14.5 6.9 4.1
20150612-5.9% 8.5 2.1 2.1 -4.3 -8.5 -10.6 -12.8
20170420-5.9% -14.7 -22.1 -25.3 -41.1 -44.2 -6.3 -21.1
20150807-6% 6.5 .0 19.4 12.9 6.5 6.5 3.2
20150902-6% 3.2 -19.4 3.2 -3.2 .0 -6.5 -25.8
20170822-6% -1.6 1.6 6.5 6.5 9.7 -.5 -8.1
20170911-6% -5.3 -12.4 -10.0 -12.4 -9.2 -10.8 -35.8
20171227-6% .0 3.2 9.7 4.5 11.3 3.2 5.2
20180524-6% .6 .0 .0 .0 3.2 .0 1.6
20181116-6% -4.5 -3.2 -2.6 -5.2 -5.8 -18.7 -16.1
20190115-6% -1.3 -1.3 -3.2 -11.5 -9.0 -11.5 -12.8
20170424-6.1% -1.3 5.3 -11.8 -23.7 34.2 5.3 -14.5
20161018-6.2% 6.7 -13.3 -13.3 20.0 13.3 .0 -13.3
20161020-6.2% .0 -13.3 20.0 26.7 .0 -6.7 -20.0
20170517-6.2% -8.0 -17.3 -21.3 -8.0 -20.0 -10.7 -17.3
20171103-6.2% 8.3 9.7 3.3 6.7 .0 3.3 -1.3
20171120-6.2% -3.3 3.3 10.0 8.3 26.7 10.0 3.3
20180315-6.2% 3.3 11.7 3.3 .0 10.0 3.3 12.7
20200709-6.3% -.4 -5.5 -6.8 5.2 10.9 4.6 -1.6
20201117-6.3%
20150202-6.4% 10.3 6.9 3.4 15.5 20.7 55.2 20.7
20150423-6.4% 6.9 8.6 13.8 24.1 22.4 3.4 -5.2
20171026-6.4% -4.1 -15.1 -11.0 -9.9 -15.1 -12.3 -17.8
20200804-6.4% 2.6 4.0 2.7 .0 1.3 .0 67.1
20200922-6.4% 3.9 19.6 49.0 42.2 42.2 81.4 61.8
20150518-6.6% -3.6 -8.9 -7.1 -8.9 -12.5 -16.1 -16.1
20150706-6.6% .0 7.1 .0 -7.1 -11.9 -23.8 -16.7
20150713-6.6% 2.4 -4.8 -9.5 -21.4 -16.7 -21.4 -26.2
20151209-6.6% .0 -21.4 14.3 57.1 21.4 107.1 71.4
20160601-6.6% .0 -17.9 -3.6 -17.9 -17.9 -14.3 -21.4
20161110-6.6% .0 -14.3 -7.1 -14.3 -14.3 -14.3 -28.6
20161214-6.6% -7.1 -14.3 -21.4 -21.4 -21.4 -21.4 -28.6
20180202-6.6% 1.2 -9.2 -13.7 -11.0 -13.7 -10.7 -13.7
20190729-6.6% 3.2 8.7 -2.4 -15.1 23.0 23.0 28.6
20201028-6.6% -2.6 2.6 -3.2 -1.3 -9.0 -11.6 -7.7
20170418-6.7% 4.1 -21.6 -24.7 -26.8 -43.3 .0 -14.4
20170515-6.7% -3.6 -21.7 -27.7 -28.9 -30.1 -26.5 -20.5
20180807-6.7% 1.9 -1.9 -10.1 -5.8 -1.9 12.5 13.9
20190917-6.7% 5.2 6.5 -1.3 -8.5 -8.5 -8.5 4.6
20200128-6.7% 2.0 .7 -5.3 -12.6 -20.9 -17.2 -18.3
20200515-6.8% -10.4 -10.9 -8.7 -6.3 -6.4 22.7 2.7
20181130-6.9% .7 -1.4 -15.6 -12.6 -34.7 -60.3 -63.9
20201104-6.9% 1.4 3.4 -5.1 -8.8 -8.1 -5.4 -9.5
20190809-7% -10.1 30.3 30.3 36.1 31.1 31.1 26.1
20200312-7% 4.6 6.4 5.1 10.2 12.2 47.4 24.3
20150708-7.1% 5.1 10.3 2.6 -2.6 -15.4 -10.3 -15.4
20150716-7.1% 2.6 -2.6 -15.4 -10.3 -15.4 -20.5 -20.5
20160609-7.1% 3.8 -11.5 -11.5 -7.7 -15.4 7.7 15.4
20161026-7.1% .0 38.5 30.8 15.4 .0 -7.7 .0
20161114-7.1% -7.7 -15.4 -7.7 -15.4 .0 -15.4 -15.4
20161215-7.1% -7.7 -7.7 -15.4 -15.4 -15.4 -15.4 -23.1
20190103-7.1% 1.4 36.0 105.2 85.4 81.7 82.9 81.7
20190222-7.1% .5 -3.6 4.6 28.2 14.9 36.9 32.8
20190722-7.1% 1.3 -12.9 -16.8 -16.8 -17.4 -10.3 -3.2
20201112-7.1% -1.1 -4.9 -4.2 -1.4 -5.6 -5.6 -12.7
20150414-7.2% 33.3 21.6 13.7 21.6 37.3 31.4 39.2
20170825-7.3% .0 4.8 4.8 7.9 -2.1 -9.5 -7.9
20180814-7.3% .0 -.5 11.6 17.5 25.4 33.3 22.8
20191127-7.3% .0 -13.5 -13.5 -10.2 -2.8 -3.9 -2.8
20150107-7.4% 5.4 .0 8.1 10.8 78.4 54.1 73.0
20160126-7.4% 4.0 -16.0 .0 -12.0 -16.0 -8.0 4.0
20160219-7.4% 4.0 4.0 -20.0 -8.0 8.0 .0 -12.0
20160314-7.4% -8.0 -24.0 -20.0 -24.0 -24.0 -8.0 -24.0
20170707-7.4% .0 3.2 6.1 3.2 6.5 4.0 2.6
20190409-7.4% 3.6 6.8 3.2 -2.4 -20.4 -22.4 -16.8
20200611-7.4% .2 3.4 1.7 -3.9 -2.7 -5.1 5.6
20170412-7.5% -10.6 -21.1 -34.1 -39.8 -42.3 -54.5 -56.9
20180208-7.5% -5.2 -1.6 -2.0 -4.9 -1.6 -4.9 4.9
20200212-7.5% .0 -4.1 3.3 1.6 -16.4 -7.4 -34.4
20201012-7.5% 34.3 36.6 26.9 29.1 12.7 18.7 11.9
20151005-7.6% 8.3 16.7 -4.2 -4.2 .0 -4.2 .0
20160224-7.6% 8.3 -16.7 -4.2 12.5 4.2 -8.3 -16.7
20160226-7.6% .0 -12.5 -4.2 12.5 -8.3 -8.3 -12.5
20160429-7.6% -16.7 -12.5 -12.5 -4.2 -4.2 4.2 12.5
20161115-7.6% .0 8.3 .0 .0 .0 -16.7 41.7
20161123-7.6% .0 .0 .0 -16.7 41.7 8.3 .0
20161202-7.6% -8.3 -8.3 25.0 .0 .0 -8.3 -8.3
20161216-7.6% -8.3 .0 -8.3 -8.3 -8.3 -8.3 -8.3
20191023-7.6% .0 -2.5 -3.3 5.8 5.0 25.0 19.2
20150204-7.8% .0 .0 13.6 11.9 37.3 33.9 23.7
20150319-7.8% -11.9 -5.1 1.7 -15.3 -10.2 -10.2 15.3
20180730-7.8% .4 -5.1 -9.4 -12.8 -20.1 -16.2 -12.8
20190531-7.8% -2.9 2.4 4.8 .5 .0 2.9 3.3
20190725-7.8% -4.3 -8.5 -8.5 -9.2 -1.4 6.4 5.7
20200421-7.9% 4.0 .2 6.2 2.4 1.0 -6.0 -17.3
20151026-8% .0 4.3 8.7 4.3 .0 -4.3 -8.7
20160315-8% -4.3 -4.3 -8.7 -17.4 -8.7 -21.7 -13.0
20170518-8% -5.8 -13.0 -14.5 -15.9 -11.6 -4.3 -5.8
20180817-8% 9.3 22.7 29.1 37.8 46.5 34.9 26.7
20150625-8.1% .0 -4.4 -6.7 -8.9 -4.4 -11.1 -15.6
20201209-8.1%
20150306-8.2% .0 -3.0 -3.0 -22.4 -16.4 -10.4 -25.4
20151117-8.3% 4.5 -9.1 -9.1 -13.6 -18.2 -36.4 -45.5
20151215-8.3% 9.1 27.3 90.9 72.7 163.6 118.2 90.9
20160107-8.3% -4.5 -9.1 -9.1 .0 13.6 22.7 -9.1
20160209-8.3% -4.5 -4.5 22.7 18.2 9.1 -4.5 4.5
20160617-8.3% 4.5 9.1 .0 27.3 36.4 4.5 13.6
20161118-8.3% 18.2 9.1 9.1 9.1 -9.1 54.5 18.2
20161128-8.3% 9.1 9.1 -9.1 54.5 18.2 9.1 .0
20161205-8.3% .0 .0 27.3 .0 9.1 .0 .0
20161219-8.3% 9.1 .0 .0 .0 .0 -9.1 .0
20161223-8.3% .0 .0 .0 .0 -9.1 .0 .0
20170223-8.3% .0 .0 -9.1 -9.1 -9.1 -9.1 -9.1
20191129-8.4% -3.1 -7.4 1.9 3.1 4.9 4.9 11.1
20191209-8.4% 17.9 19.3 21.4 21.4 28.6 18.6 20.7
20200921-8.4% -6.4 4.6 36.7 41.3 47.7 65.1 67.9
20150803-8.5% 3.1 -3.1 -3.1 9.4 9.4 9.4 15.6
20181219-8.5% -10.4 -39.3 -16.7 -9.3 -12.5 22.9 62.5
20200713-8.5% 2.4 4.4 17.3 24.0 14.5 5.3 10.2
20151120-8.6% -4.8 -4.8 -9.5 -14.3 -33.3 -42.9 -19.0
20170509-8.6% 83.0 56.6 30.2 17.0 11.3 30.2 13.2
20190509-8.6% 8.9 11.6 7.4 1.1 11.6 10.5 7.9
20180709-8.7% .6 -9.6 59.0 47.6 50.6 41.6 33.7
20190827-8.7% .0 .0 -3.8 .6 -3.7 3.2 4.5
20180724-8.9% 1.8 4.9 -1.8 -6.7 -4.9 -15.2 -15.7
20181226-8.9% -.2 43.1 54.4 107.2 212.6 182.5 176.8
20160322-9% .0 -5.0 -5.0 15.0 -5.0 .0 -10.0
20160504-9% 5.0 5.0 15.0 15.0 25.0 35.0 50.0
20161207-9% 10.0 50.0 20.0 20.0 10.0 10.0 10.0
20170110-9% .0 10.0 10.0 10.0 10.0 10.0 10.0
20170306-9% .0 .0 .0 10.0 .0 .0 -10.0
20170321-9% .0 .0 -10.0 .0 .0 23.0 4.0
20170407-9% 14.0 10.0 -3.0 -19.0 -26.0 -29.0 -44.0
20200918-9.1% -8.4 -14.2 29.4 47.1 25.2 12.6 29.4
20150128-9.2% -3.4 8.5 5.1 1.7 13.6 18.6 52.5
20150924-9.3% -13.8 -13.8 -17.2 -6.9 -17.2 -17.2 -20.7
20181218-9.4% -8.6 -44.5 -49.5 -27.6 -21.9 4.8 58.1
20160328-9.5% .0 10.5 -5.3 5.3 5.3 .0 -5.3
20160421-9.5% -5.3 .0 5.3 10.5 10.5 21.1 21.1
20160928-9.5% .0 -5.3 5.3 -10.5 -15.8 -21.1 -26.3
20170821-9.5% -6.1 -4.5 -4.5 .5 1.5 -8.3 -15.2
20181217-9.7% -9.5 -39.7 -54.2 -34.5 -30.3 -18.1 7.8
20201019-9.8% .0 .6 -6.1 -8.5 -9.1 -7.3 -14.8
20160114-9.9% 11.1 -5.6 50.0 50.0 11.1 33.3 16.7
20170330-9.9% .0 11.1 26.7 22.2 7.8 -10.0 -17.8
20181112-9.9% 3.1 -4.3 -7.4 -2.5 -2.5 -9.9 -10.5
20201009-9.9% -7.6 6.2 13.8 14.5 6.9 4.1 3.4
20190311-10% .9 9.8 11.6 15.6 15.6 19.6 18.7
20190812-10% 29.9 40.2 39.3 59.8 41.1 40.6 39.3
20200626-10% 13.9 9.7 20.1 13.9 8.0 6.5 20.3
20171130-10.3% 11.5 4.7 8.1 4.7 4.7 11.5 4.7
20181220-10.4% -18.6 -38.3 -11.6 -5.9 10.5 45.3 79.1
20200518-10.4% 4.9 3.3 3.2 .5 7.3 22.5 14.8
20150112-10.5% 8.8 17.6 20.6 94.1 67.6 88.2 82.4
20150522-10.5% .0 2.0 2.0 -3.9 -2.0 .0 -5.9
20161104-10.5% -11.8 -17.6 -29.4 -35.3 -29.4 -35.3 -23.5
20170413-10.5% .0 -8.2 -30.9 -33.6 -35.5 -50.0 -11.8
20190425-10.5% 2.1 -.5 6.7 -2.6 6.2 6.2 4.1
20200609-10.5% 1.1 -2.2 -5.6 -5.3 -19.1 -9.8 -.8
20190424-10.6% -10.6 -7.8 -3.7 -4.6 -7.7 -5.5 -7.3
20200306-10.6% -20.8 -22.7 -23.2 -13.8 -13.7 -15.3 -8.7
20160603-10.7% 8.0 4.0 -8.0 -12.0 .0 -12.0 12.0
20180711-10.7% 4.7 66.4 72.5 52.3 57.0 47.0 39.6
20150727-10.8% -3.0 6.1 .0 .0 -6.1 12.1 6.1
20150831-10.8% .0 -3.0 -6.1 -15.2 -9.1 -3.0 -24.2
20160613-11.1% -4.2 -8.3 4.2 -8.3 16.7 29.2 8.3
20200902-11.1% 6.7 -3.8 -5.2 26.0 -1.9 9.6 43.3
20170501-11.2% .0 -22.5 36.6 16.9 -2.8 -12.7 -16.9
20150227-11.3% 7.1 4.3 -7.1 -7.1 -8.6 -20.0 -15.7
20180628-11.3% 8.1 -2.9 -21.0 -25.7 18.1 22.4 8.1
20200901-11.3% -11.1 -13.7 -17.9 -12.0 -6.8 -12.7 31.6
20150420-11.4% -1.6 .0 1.6 6.5 16.1 14.5 -3.2
20150603-11.5% 6.5 2.2 2.2 4.3 8.7 -2.2 -2.2
20160405-11.5% -21.7 -13.0 -13.0 -17.4 -21.7 -17.4 -13.0
20160711-11.5% .0 4.3 4.3 8.7 -4.3 8.7 .0
20151208-11.7% -6.7 -20.0 13.3 26.7 40.0 73.3 46.7
20161107-11.7% .0 -6.7 -20.0 -13.3 -20.0 -20.0 -20.0
20161213-11.7% -6.7 -26.7 -20.0 -26.7 -26.7 -26.7 -26.7
20150320-11.8% 7.7 13.5 57.7 -3.8 -1.9 5.8 36.5
20150928-11.9% 4.5 18.2 27.3 9.1 9.1 4.5 13.6
20160817-11.9% 4.5 4.5 4.5 4.5 4.5 -18.2 -13.6
20201005-11.9% -5.8 -5.8 20.1 7.1 9.7 7.8 -3.9
20180703-12% .0 -18.6 -23.5 21.6 26.0 11.3 14.7
20150811-12.1% 6.9 20.7 20.7 20.7 27.6 6.9 10.3
20150225-12.2% .0 -7.6 -15.2 -20.3 -20.3 -25.3 -29.1
20150914-12.5% 10.7 10.7 14.3 -21.4 -10.7 -7.1 .0
20151221-12.5% 35.7 50.0 85.7 57.1 57.1 28.6 42.9
20170512-12.7% -6.7 -22.5 -30.3 -33.7 -22.5 -32.6 -24.7
20171208-13.1% -3.0 -6.1 -6.1 .0 -6.1 -3.0 6.1
20181210-13.1% -1.6 2.0 -23.8 -53.7 -57.9 -39.7 -34.9
20200831-13.1% -11.4 -19.7 -25.7 -25.4 -9.8 -19.7 -7.6
20190716-13.2% 7.4 -4.9 -13.5 -20.2 -16.0 -24.5 -34.4
20161024-13.3% 7.7 30.8 46.2 15.4 7.7 -7.7 -15.4
20170626-13.5% .0 .0 -4.7 -3.1 .0 2.8 .0
20150722-13.6% -2.6 -15.8 -7.9 -13.2 -13.2 -18.4 -2.6
20160318-13.6% 15.8 10.5 .0 10.5 -5.3 5.3 5.3
20180801-13.6% 7.9 2.5 4.4 -6.9 -7.4 3.9 9.4
20150925-13.7% -12.0 .0 4.0 12.0 -8.0 -8.0 -4.0
20151012-14.2% .0 .0 -4.2 -4.2 4.2 -4.2 .0
20151204-14.2% -5.6 -22.2 -38.9 -11.1 22.2 -5.6 61.1
20151214-14.2% -8.3 33.3 83.3 41.7 141.7 100.0 75.0
20160112-14.2% 11.1 11.1 22.2 38.9 50.0 11.1 33.3
20160418-14.2% 5.6 .0 5.6 11.1 16.7 16.7 27.8
20170421-14.7% -6.2 -9.9 -12.3 -32.1 19.8 2.5 -14.8
20200406-14.7% 4.1 .5 -5.4 -2.6 -7.0 -12.0 -4.6
20150105-14.8% .0 -5.0 -2.5 .0 17.5 62.5 55.0
20160310-14.8% 17.4 -4.3 -4.3 -8.7 -17.4 -8.7 -21.7
20160607-14.8% 21.7 4.3 4.3 .0 .0 4.3 21.7
20180706-14.9% -8.8 -14.3 36.3 41.2 24.7 28.6 20.3
20160120-15% 29.4 47.1 58.8 17.6 41.2 23.5 29.4
20161010-15% 5.9 -5.9 -5.9 -23.5 -23.5 5.9 .0
20200228-15.4% 1.0 11.9 -20.8 -19.2 -17.8 -18.8 -14.9
20191015-15.6% 4.4 -1.5 -11.1 -13.3 -14.1 -5.9 -6.7
20170601-15.9% 3.4 15.5 12.1 10.3 19.0 27.6 5.2
20170504-16.4% -1.8 73.2 48.2 23.2 10.7 5.4 23.2
20150402-16.6% .0 2.0 10.0 42.0 22.0 24.0 26.0
20160301-16.6% 5.0 15.0 15.0 15.0 -5.0 .0 -5.0
20160502-16.6% 10.0 5.0 5.0 15.0 25.0 20.0 40.0
20160809-16.6% 5.0 20.0 15.0 15.0 15.0 15.0 15.0
20181224-16.7% .0 37.2 49.4 44.1 102.4 167.6 164.2
20201015-16.7% 18.8 10.4 12.3 -1.9 3.2 -2.6 -.6
20181221-18.6% -16.7 -24.3 8.6 17.1 57.1 137.1 114.3
20190904-18.9% 23.0 28.7 23.1 32.0 33.6 23.8 14.8
20151228-19% 11.8 70.6 41.2 23.5 5.9 17.6 52.9
20160922-19% 17.6 11.8 11.8 5.9 5.9 -5.9 -5.9
20160707-20% 8.3 .0 .0 4.2 .0 -8.3 .0
20200309-20.7% .0 2.0 3.8 2.5 7.5 9.4 43.7
20160406-21.7% .0 11.1 16.7 16.7 .0 44.4 22.2
20150908-21.8% 24.0 12.0 20.0 28.0 .0 .0 -4.0
20160201-22.2% -4.8 14.3 .0 .0 28.6 23.8 14.3
20180925-22.4% 2.3 .9 -.9 -5.1 -7.8 -3.7 -6.0
20150513-22.5% .0 -1.8 -7.3 -5.5 -7.3 -10.9 -14.5
20160104-24.1% 9.1 -4.5 -9.1 -9.1 .0 13.6 22.7
20150401-26.8% -16.7 -11.7 -11.7 13.3 3.3 -3.3 3.3
20160907-27.2% 12.5 18.7 31.2 31.2 31.2 18.7 12.5
20200828-27.9% -13.2 -27.0 -34.2 -35.2 -13.8 -32.9 -25.0
20171004-28% 4.9 -7.3 -9.8 -12.4 2.4 -11.0 -22.0
20170623-28.8% -13.5 -14.9 -16.2 -16.2 -12.2 -12.2 -11.8

Table 10a. PED average price changes following a 5% up day

Of the 1,551 trading days from 2015 to 2020, there were 227 days in which PED was up more than 5%. This table shows the average price changes over the 227 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ 5% -1.1 -1.7 -1.9 -2.4 -4.0 -2.8 -2.9

Table 10b. PED average price changes following a 5% down day

Of the 1,551 trading days from 2015 to 2020, there were 274 days in which PED was down more than -5%. This table shows the average price changes over the 274 days.

Average TypeAverage Price Change
Days after:14710131619
Avg for Change ≥ -5% 1.4 1.0 3.0 3.1 4.6 4.7 5.0

28 stocks with statistics: AAPL, AMD, AMZN, APPN, AZN, BA, BAC, BIIB, CRM, CSCO, CX, DIS, FB, GE, GM, GOOG, IBM, INTC, JPM, JPM, MSFT, MU, NFLX, O, QQQ, SPY, T, TSLA,

Also see: VIX price movement study.