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rajkumarla · 4 years
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KSRTC - Coimbatore - Pallassena (Meenkulathi Bhagavathi Amman Temple) - [RSC796]
[Ticket to Get Lost] Coimbatore - Pallassena -Meenkulathi Bhagavathi Amman Temple #KSRTC #Aanavandi #RSC796 #Interstate #FP #TempleRider
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KSRTC RSC 796 Coimbatore – Pallassena – Meenkulathi Bhagavathi Amman Temple
KSRTC ‘Fast Passenger’ Coimbatore – Pallassena – Meenkulathi Bhagavathi Amman Temple (Via Walayar, Palakkad, Puthunagaram) – at Ukkadam, Coimbatore.
Departure at Coimbatore : 07:30, 11:00, 15:00 Arrival at Pallassena : 09:30, 13:00, 17:00
Departure at Pallassena : 09:45, 14:00, 17:30 Arrival at Coimbatore : 11:40, 16:00,…
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lisassp · 4 years
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Mindless to mindful eating
Eating carelessly might be adding to the ever-growing waistlines over the globe. Examination into careful eating has to a great extent concentrated on weight control and helping individuals to build up a superior relationship with food. How might you eat all the more carefully?
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Careless eating
A logical survey found that individuals who were given bigger food bundles, greater café partitions, and bigger measured plates and bowls, ate a normal of 30% more food on that event, contrasted with individuals who were given littler sizes.1 However, over 70% of individuals accepted they had eaten a similar sum as they ordinarily ate, and 94% immovably accepted that they were not impacted by the bundle, bit or plate size. The discoveries from this audit propose that outer elements can make individuals mindlessly.1
In like manner, an ongoing meta-examination found that eating while at the same time being diverted, for example, staring at the TV or playing a PC game, prompts more noteworthy intense food intake.2 It might be that the interruption removes the impression of food properties, for example, flavor, surface and appearance, which postpones the beginning of the sentiment of "having enough" that triggers an individual to quit eating. Diverted eating may meddle with memory of late food consumption, and can likewise prompt increments in resulting snacking.2,3 By differentiate, diverting consideration regarding the food while eating diminished the measure of ensuing eating in lean youthful women.3 This proposes focusing on what we eat, for example careful eating, might be helpful in lessening coincidental overconsumption.
Careful eating
Care is purposely focusing on the current second without judgment. It mirrors an old Buddhist contemplation practice.4 Mindful eating just methods being mindfully mindful while eating. This involves: concentrating on the tangible properties of the food, for example, the taste, smell and surface, recognizing abstract reactions to eating a food, for example, different preferences, and focusing on interior signals of craving and satiety.5 Mindful eating urges the body to follow its own internal astuteness to pick nourishments that are both fulfilling, agreeable and feeding.
Thoughtless to careful
There is an expanding number of studies analyzing the effect of care on a scope of wellbeing and way of life issues including injurious eating practices (for example sporadic eating designs, enthusiastic eating) and weight control. An audit of 21 investigations of care based intercessions to change heftiness related eating practices found that 86% of the examinations detailed enhancements in eating conduct, dietary admission and body weight.6 Another survey, concentrating on weight reduction, found that six out of eight transient mediation contemplates reported huge weight reduction among individuals eating mindfully.4 There is likewise encouraging work that proposes that careful eating can help forestall accidental or thoughtless gorging by individuals with a solid weight.2,3 Mindful eating has additionally been compelling in self-administration of diabetes.7 However, longer term considers are expected to check whether the impacts are enduring. It is recommended that careful eating expands consciousness of appetite and satiety signals, intruding on constant and stress-related eating designs and improving control of food intake.6 Further work is expected to comprehend the mental, conduct, and natural components supporting the procedure, and the most reliably compelling interventions.4
Since food decision is intricate and might be outside of cognizant mindfulness, a few researchers accept that mindfulness and instruction isn't sufficient to change careless eating.1 However individuals may profit by following proposals to help them carefully eat better.8,9
Tips for eating more mindfully8,9
Prior to opening the cooler or pantry, slowly inhale and ask yourself how you feel. Is it true that you are extremely eager? Or then again parched? Pushed? Exhausted? Think for a moment and separate between your requirements and needs.
On the off chance that you don't have to eat, accomplish something different like take a short walk.
Try not to eat in a hurry - it's hard to know about the amount you are eating. Take a load off.
Oppose eating directly from the pack/box. Serve your food – you'll have the option to see and acknowledge what and the amount you're eating.
Utilize littler plates which could enable your bit to control.
Expel interruptions. Mood killer the TV and everything else with a screen, similar to PCs, telephones, and so forth.
Set a clock, permit yourself 20 minutes to eat a supper.
Eat quietly for five minutes, pondering what it took to deliver that feast, from the sun's beams to the rancher to the shop to the cook.
Have a go at eating with your non-prevailing hand, or with chopsticks, to accomplish eating gradually.
Take little nibbles and bite well, while concentrating on the smell, taste and surface of the food. Attempt to get 30 reprimanded of each nibble.
Have a go at putting your utensils down after each nibble. Try not to pick them back up until you've gulped what you as of now have in your mouth.
Try not to attempt to complete the entire plate. On the off chance that you feel full, securely keep the food extra. In an eatery, request 'doggy sack' to remove.
References
Wansink B (2010). From thoughtless eating to carelessly eating better. Physiology and Behavior 100:454-463.
Robinson E, et al. (2013). Eating mindfully: an orderly survey and meta-investigation of the impact of food admission memory and mindfulness on eating. American Journal of Clinical Nutrition 97(4):728-742.
Higgs S (2015). Controls of consideration during eating and their impacts on later nibble consumption. Craving 92:287-294.
Olson KL and Emery CF (2015). Care and weight reduction: An orderly audit. Psychosomatic Medicine 77(1):59-67.
The Center for Mindful Eating. Standards of careful eating. Gotten to 02 September 2015.
O'Reilly GA, et al. (2014). Care based intercessions for stoutness related eating practices: a writing audit. Weight Reviews 15:453-461
Mill operator C, et al. (2013). Examination of a careful eating mediation to a diabetes self-administration intercession among grown-ups with type 2 diabetes: A randomized controlled preliminary. Wellbeing Education Behavior 41(2):145-154.
Harvard Health Publications (2011). Careful eating.
Harvard Health Publications (November, 2015). 10 Tips for Mindful Eating-in the nick of time for these special seasons.
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esafgenoun-blog · 5 years
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stock-filter · 3 years
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Stock daily Filter Report for 2021/05/18 05-40-10
*******************Part 1.0 Big Cap Industry Overiew********************* big_industry_uptrending_count tickers industry Basic Materials 31 Communication Services 16 Consumer Cyclical 14 Consumer Defensive 21 Energy 24 Financial Services 57 Healthcare 28 Industrials 26 Real Estate 4 Technology 10 Utilities 5 unknown 3 **************************************** big_industry_downtrending_count tickers industry Communication Services 25 Consumer Cyclical 17 Consumer Defensive 5 Financial Services 9 Healthcare 18 Industrials 4 Real Estate 2 Technology 49 Utilities 5 *******************Part 1.1 Big Cap Long Entry SPAN MACD********************* big_long_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 11 TM 1 0.0 big-cap Long NaN 1.0 6.920669e+07 4.0 Consumer Cyclical Mean Return: nan Mean Day/Week: inf Accuracy:nan *******************Part 1.2 Big Cap Short Entry SPAN MACD********************* big_short_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 117 CP 2 -2.64 big-cap Short NaN -2.0 3.195980e+08 -2.0 Industrials Mean Return: -2.64 Mean Day/Week: 2.0 Accuracy:1.0 *******************Part 1.3 Big Cap Long Entry SPAN********************* big_long_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 202 YUMC 1 0.0 big-cap Long NaN 14.0 9.664463e+07 3.0 Consumer Cyclical 11 TM 1 0.0 big-cap Long NaN 1.0 6.920669e+07 4.0 Consumer Cyclical Mean Return: nan Mean Day/Week: inf Accuracy:nan *******************Part 1.4 Big Cap Short Entry SPAN********************* big_short_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 68 CNI 2 1.10 big-cap Short NaN -20.0 5.179968e+08 -5.0 Industrials 117 CP 2 -2.64 big-cap Short NaN -2.0 3.195980e+08 -2.0 Industrials Mean Return: -0.77 Mean Day/Week: 2.0 Accuracy:0.5 *******************Part 1.5 Big Cap Long Entry MACD********************* big_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 33 C 3 2.81 big-cap Long NaN 3.0 1.102788e+09 78.0 Financial Services 280 STX 2 6.39 big-cap Long NaN 2.0 1.070729e+09 78.0 Technology 47 CAT 1 0.00 big-cap Long NaN 1.0 4.885634e+08 78.0 Industrials 46 SCHW 2 -0.34 big-cap Long NaN 2.0 3.801142e+08 78.0 Financial Services 325 NLOK 4 4.27 big-cap Long NaN 4.0 3.223791e+08 33.0 Technology 103 EMR 3 0.86 big-cap Long NaN 5.0 2.196521e+08 78.0 Industrials 342 CNP 1 0.00 big-cap Long NaN 1.0 1.808341e+08 46.0 Utilities 73 CME 3 0.55 big-cap Long NaN 3.0 1.626634e+08 78.0 Financial Services 367 MOS 2 1.56 big-cap Long NaN 2.0 1.564007e+08 78.0 Basic Materials 150 TRV 1 0.00 big-cap Long NaN 1.0 1.503068e+08 78.0 Financial Services 253 OKE 1 0.00 big-cap Long NaN 1.0 1.245287e+08 78.0 Energy 90 BAM 1 0.00 big-cap Long NaN 1.0 1.164250e+08 78.0 Financial Services 215 AVB 1 0.00 big-cap Long NaN 1.0 9.019699e+07 72.0 Real Estate 192 CPRT 2 -0.95 big-cap Long NaN 2.0 8.203814e+07 28.0 Industrials 11 TM 1 0.00 big-cap Long NaN 1.0 6.920669e+07 4.0 Consumer Cyclical 83 ABB 2 -1.14 big-cap Long NaN 2.0 6.890349e+07 51.0 Industrials 311 PFG 1 0.00 big-cap Long NaN 1.0 5.499844e+07 78.0 Financial Services 106 STLA 1 0.00 big-cap Long NaN 1.0 5.381161e+07 9.0 unknown 347 FNF 2 -0.57 big-cap Long NaN 2.0 5.327022e+07 49.0 Financial Services 200 FMX 1 0.00 big-cap Long NaN 1.0 1.631220e+07 45.0 Consumer Defensive Mean Return: 1.3439999999999999 Mean Day/Week: 3.5 Accuracy:0.6 *******************Part 1.6 Big Cap Short Entry MACD********************* big_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 56 NIO 4 0.91 big-cap Short NaN -4.0 2.145851e+09 -58.0 Consumer Cyclical 9 PDD 5 -6.10 big-cap Short NaN -5.0 4.891185e+08 -52.0 Consumer Cyclical 117 CP 2 -2.64 big-cap Short NaN -2.0 3.195980e+08 -2.0 Industrials 61 NTES 5 -1.34 big-cap Short NaN -5.0 2.190264e+08 -39.0 Communication Services 226 WISH 3 10.40 big-cap Short NaN -3.0 1.326999e+08 -104.0 Consumer Cyclical 139 APTV 2 -0.10 big-cap Short NaN -5.0 1.174575e+08 -6.0 Consumer Cyclical 288 BMRN 5 2.18 big-cap Short NaN -5.0 3.865221e+07 -62.0 Healthcare Mean Return: 0.472857142857143 Mean Day/Week: 3.7142857142857144 Accuracy:0.5714285714285714 *******************Part 1.7 Big Cap Long Maintainance********************* big_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 6 BAC 8 1.76 big-cap Long NaN 8.0 1.347654e+09 78.0 Financial Services 104 NEM 11 14.04 big-cap Long NaN 47.0 1.300408e+09 32.0 Basic Materials 29 WFC 22 9.35 big-cap Long NaN 22.0 1.185095e+09 78.0 Financial Services 131 FCX 9 6.65 big-cap Long NaN 16.0 1.136066e+09 78.0 Basic Materials 4 PG 6 0.06 big-cap Long NaN 6.0 8.929463e+08 31.0 Consumer Defensive 2 JNJ 7 1.13 big-cap Long NaN 10.0 8.206310e+08 21.0 Healthcare 19 TMUS 9 4.57 big-cap Long NaN 34.0 7.576332e+08 32.0 Communication Services 134 GOLD 11 13.17 big-cap Long NaN 46.0 7.477827e+08 23.0 Basic Materials 36 CHTR 16 5.33 big-cap Long NaN 22.0 6.960634e+08 23.0 Communication Services 177 MPC 8 3.48 big-cap Long NaN 10.0 6.600447e+08 78.0 Energy 32 MS 8 1.54 big-cap Long NaN 10.0 6.301860e+08 78.0 Financial Services 53 GS 9 3.32 big-cap Long NaN 9.0 6.251816e+08 78.0 Financial Services 15 ABBV 13 5.35 big-cap Long NaN 23.0 5.902884e+08 22.0 Healthcare 154 ALL 37 19.51 big-cap Long NaN 52.0 5.588407e+08 55.0 Financial Services 292 NUE 10 17.62 big-cap Long NaN 10.0 5.391315e+08 65.0 Basic Materials 60 GILD 6 2.36 big-cap Long NaN 6.0 4.167595e+08 11.0 Healthcare 25 UPS 15 11.01 big-cap Long NaN 37.0 4.052675e+08 36.0 Industrials 183 BNTX 7 8.63 big-cap Long NaN 32.0 3.978572e+08 34.0 Healthcare 96 DD 9 5.42 big-cap Long NaN 10.0 3.865485e+08 24.0 Basic Materials 63 MDLZ 14 2.61 big-cap Long NaN 48.0 3.819986e+08 43.0 Consumer Defensive 81 SHW 30 9.58 big-cap Long NaN 46.0 3.605591e+08 40.0 Basic Materials 108 AON 12 1.53 big-cap Long NaN 12.0 3.542612e+08 78.0 Financial Services 109 COF 14 10.63 big-cap Long NaN 14.0 3.513745e+08 78.0 Financial Services 27 LIN 7 0.68 big-cap Long NaN 7.0 3.439083e+08 49.0 Basic Materials 170 EOG 8 10.53 big-cap Long NaN 8.0 3.261623e+08 78.0 Energy 54 CVS 14 11.66 big-cap Long NaN 23.0 3.156510e+08 38.0 Healthcare 294 DPZ 21 8.56 big-cap Long NaN 44.0 3.089646e+08 30.0 Consumer Cyclical 26 AZN 17 6.81 big-cap Long NaN 44.0 3.088398e+08 23.0 Healthcare 66 BP 9 2.40 big-cap Long NaN 9.0 3.075133e+08 65.0 Energy 72 CL 12 3.51 big-cap Long NaN 40.0 2.942715e+08 26.0 Consumer Defensive 240 IP 37 16.83 big-cap Long NaN 37.0 2.931757e+08 55.0 Consumer Cyclical 80 FDX 13 4.64 big-cap Long NaN 13.0 2.826095e+08 43.0 Industrials 78 USB 13 3.68 big-cap Long NaN 13.0 2.582257e+08 73.0 Financial Services 136 DOW 8 2.73 big-cap Long NaN 8.0 2.555882e+08 73.0 Basic Materials 162 KMI 13 8.51 big-cap Long NaN 13.0 2.489053e+08 78.0 Energy 84 PNC 13 5.25 big-cap Long NaN 13.0 2.468468e+08 78.0 Financial Services 102 NOC 13 5.79 big-cap Long NaN 54.0 2.419415e+08 51.0 Industrials 163 ORLY 37 10.90 big-cap Long NaN 53.0 2.366795e+08 48.0 Consumer Cyclical 144 GIS 8 -1.30 big-cap Long NaN 8.0 2.237212e+08 46.0 Consumer Defensive 187 WLTW 13 7.10 big-cap Long NaN 13.0 2.227997e+08 78.0 Financial Services 30 PM 26 6.63 big-cap Long NaN 26.0 2.196232e+08 73.0 Consumer Defensive 67 ANTM 23 5.65 big-cap Long NaN 55.0 2.196139e+08 52.0 Healthcare 194 WMB 11 6.95 big-cap Long NaN 11.0 2.187967e+08 78.0 Energy 152 ALXN 22 6.60 big-cap Long NaN 22.0 2.129294e+08 23.0 Healthcare 241 WPM 11 10.15 big-cap Long NaN 45.0 2.105367e+08 23.0 Basic Materials 231 SYF 11 7.32 big-cap Long NaN 11.0 2.086245e+08 78.0 unknown 142 BK 13 3.99 big-cap Long NaN 13.0 2.032827e+08 55.0 Financial Services 168 HSY 12 4.92 big-cap Long NaN 12.0 1.936978e+08 50.0 Consumer Defensive 101 ITUB 6 2.57 big-cap Long NaN 43.0 1.886070e+08 18.0 Financial Services 249 MLM 10 0.77 big-cap Long NaN 10.0 1.869984e+08 78.0 Basic Materials 52 GSK 8 4.37 big-cap Long NaN 47.0 1.827602e+08 23.0 Healthcare 261 AEM 6 6.81 big-cap Long NaN 43.0 1.809664e+08 11.0 Basic Materials 182 OTIS 43 14.65 big-cap Long NaN 55.0 1.765048e+08 48.0 Industrials 175 LYB 8 1.26 big-cap Long NaN 8.0 1.724142e+08 78.0 Basic Materials 197 DFS 16 10.91 big-cap Long NaN 16.0 1.701979e+08 78.0 Financial Services 165 PRU 24 10.59 big-cap Long NaN 24.0 1.694846e+08 78.0 Financial Services 16 BHP 6 -2.62 big-cap Long NaN 21.0 1.694604e+08 9.0 Basic Materials 160 AIG 8 2.86 big-cap Long NaN 8.0 1.674942e+08 78.0 Financial Services 270 HES 11 11.98 big-cap Long NaN 11.0 1.668323e+08 78.0 Energy 259 ET 14 21.23 big-cap Long NaN 14.0 1.646205e+08 73.0 Energy 35 RY 12 6.01 big-cap Long NaN 12.0 1.562256e+08 78.0 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40.0 1.250121e+08 9.0 Technology 269 KEY 13 6.55 big-cap Long NaN 13.0 1.214763e+08 78.0 Financial Services 105 BMO 13 6.21 big-cap Long NaN 13.0 1.212756e+08 78.0 Financial Services 297 ALLY 15 8.19 big-cap Long NaN 15.0 1.206621e+08 78.0 Financial Services 284 DISH 19 10.50 big-cap Long NaN 19.0 1.149972e+08 51.0 Communication Services 230 CHD 9 0.35 big-cap Long NaN 9.0 1.146404e+08 36.0 Consumer Defensive 236 VMC 24 10.63 big-cap Long NaN 24.0 1.087862e+08 78.0 Basic Materials 263 MTB 9 4.11 big-cap Long NaN 9.0 1.070486e+08 78.0 Financial Services 97 SCCO 6 -2.52 big-cap Long NaN 7.0 1.067310e+08 7.0 Basic Materials 201 CERN 6 -1.10 big-cap Long NaN 40.0 1.061690e+08 13.0 Healthcare 349 WRK 12 10.58 big-cap Long NaN 12.0 1.051598e+08 55.0 Consumer Cyclical 222 EFX 22 23.21 big-cap Long NaN 40.0 1.039511e+08 33.0 Industrials 227 CCEP 23 12.07 big-cap Long NaN 23.0 1.019502e+08 78.0 Consumer Defensive 238 GWW 23 15.01 big-cap Long NaN 58.0 1.009044e+08 43.0 Industrials 44 TD 13 5.51 big-cap Long NaN 13.0 9.045757e+07 78.0 Financial Services 348 LKQ 15 11.50 big-cap Long NaN 15.0 8.592423e+07 74.0 Consumer Cyclical 278 LNG 12 8.25 big-cap Long NaN 12.0 8.484899e+07 78.0 Energy 300 CE 11 5.77 big-cap Long NaN 11.0 8.453680e+07 61.0 Basic Materials 312 IT 18 16.72 big-cap Long NaN 18.0 8.268100e+07 78.0 Technology 203 MPLX 10 7.73 big-cap Long NaN 11.0 8.256766e+07 78.0 Energy 313 GPC 17 8.04 big-cap Long NaN 17.0 8.220484e+07 62.0 Consumer Cyclical 186 CNQ 7 2.19 big-cap Long NaN 7.0 8.168596e+07 78.0 Energy 323 AVY 31 14.86 big-cap Long NaN 31.0 8.141868e+07 78.0 Industrials 351 UHS 28 16.22 big-cap Long NaN 31.0 8.088138e+07 32.0 Healthcare 21 UL 12 3.94 big-cap Long NaN 47.0 8.085999e+07 26.0 Consumer Defensive 316 DVA 12 6.70 big-cap Long NaN 45.0 7.851275e+07 22.0 Healthcare 171 MSI 6 0.23 big-cap Long NaN 6.0 7.778137e+07 74.0 Technology 354 TAP 13 4.53 big-cap Long NaN 43.0 7.652935e+07 36.0 Consumer Defensive 132 TRP 32 8.44 big-cap Long NaN 50.0 7.642485e+07 53.0 Energy 18 NVO 6 5.53 big-cap Long NaN 25.0 7.582586e+07 21.0 Healthcare 198 FRC 16 5.06 big-cap Long NaN 16.0 7.578414e+07 78.0 Financial Services 246 NTRS 15 8.27 big-cap Long NaN 15.0 7.279538e+07 74.0 Financial Services 110 VOD 9 2.43 big-cap Long NaN 9.0 7.095709e+07 78.0 Communication Services 112 ABEV 8 6.93 big-cap Long NaN 8.0 6.777980e+07 24.0 Consumer Defensive 254 APO 18 8.69 big-cap Long NaN 23.0 6.610188e+07 24.0 Financial Services 314 EMN 13 10.98 big-cap Long NaN 13.0 6.530492e+07 78.0 Basic Materials 34 SNY 7 3.21 big-cap Long NaN 47.0 6.337629e+07 27.0 Healthcare 359 TXT 34 21.54 big-cap Long NaN 34.0 5.864916e+07 78.0 Industrials 137 BCE 13 3.68 big-cap Long NaN 13.0 5.492164e+07 51.0 Communication Services 28 BUD 21 10.37 big-cap Long NaN 43.0 5.426243e+07 27.0 Consumer Defensive 322 PKG 13 3.45 big-cap Long NaN 31.0 4.996691e+07 27.0 Consumer Cyclical 308 LBTYK 13 3.08 big-cap Long NaN 13.0 4.132963e+07 49.0 unknown 307 CINF 11 4.61 big-cap Long NaN 11.0 3.779557e+07 78.0 Financial Services 364 CBOE 11 5.48 big-cap Long NaN 11.0 3.537572e+07 64.0 Financial Services 138 CM 13 5.99 big-cap Long NaN 13.0 3.251652e+07 78.0 Financial Services 368 WLK 17 11.87 big-cap Long NaN 23.0 3.063868e+07 51.0 Basic Materials 169 BBVA 7 3.26 big-cap Long NaN 13.0 2.616115e+07 16.0 Financial Services 295 PBA 13 4.77 big-cap Long NaN 14.0 2.603103e+07 53.0 Energy 301 IMO 13 18.28 big-cap Long NaN 13.0 2.156440e+07 78.0 Energy 89 EQNR 9 5.38 big-cap Long NaN 14.0 1.828226e+07 25.0 Energy 118 AMX 7 1.05 big-cap Long NaN 7.0 1.797435e+07 28.0 Communication Services 153 CRH 8 1.59 big-cap Long NaN 8.0 1.691632e+07 37.0 Basic Materials 190 TU 6 0.65 big-cap Long NaN 13.0 1.392883e+07 9.0 Communication Services 158 LYG 13 7.00 big-cap Long NaN 13.0 1.317990e+07 78.0 Financial Services 127 NGG 12 4.54 big-cap Long NaN 45.0 1.198044e+07 32.0 Utilities 148 LBRDA 16 3.67 big-cap Long NaN 22.0 9.674362e+06 23.0 Communication Services 216 RCI 11 3.05 big-cap Long NaN 26.0 9.648078e+06 32.0 Communication Services 369 RDY 13 4.41 big-cap Long NaN 36.0 9.263952e+06 23.0 Healthcare 289 KB 7 -2.59 big-cap Long NaN 7.0 6.148786e+06 51.0 Financial Services 267 GRFS 7 2.59 big-cap Long NaN 43.0 4.496814e+06 24.0 Healthcare 116 AMOV 6 0.07 big-cap Long NaN 7.0 3.070830e+04 20.0 Communication Services 277 VAR 13 0.21 big-cap Long NaN 13.0 0.000000e+00 56.0 Healthcare Mean Return: 6.495808823529412 Mean Day/Week: 13.617647058823529 Accuracy:0.9485294117647058 *******************Part 1.8 Big Cap Short Maintainance********************* big_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 40 ABNB 8 -14.36 big-cap Short NaN -57.0 5.255200e+09 -29.0 Communication Services 0 BABA 6 -3.71 big-cap Short NaN -6.0 4.023565e+09 -46.0 Consumer Cyclical 59 BIDU 16 -13.02 big-cap Short NaN -55.0 1.541857e+09 -38.0 Communication Services 7 NFLX 9 -1.33 big-cap Short NaN -18.0 1.304980e+09 -19.0 Communication Services 159 VIAC 11 -3.06 big-cap Short NaN -37.0 1.269740e+09 -36.0 Communication Services 114 CVNA 6 -6.22 big-cap Short NaN -7.0 1.262643e+09 -9.0 Consumer Cyclical 98 ROKU 11 -5.73 big-cap Short NaN -11.0 1.147706e+09 -52.0 Communication Services 128 TWTR 11 -3.43 big-cap Short NaN -21.0 1.120045e+09 -14.0 Communication Services 1 TSM 12 -5.86 big-cap Short NaN -23.0 1.107300e+09 -46.0 Technology 79 PLTR 9 -1.85 big-cap Short NaN -9.0 1.012676e+09 -59.0 Technology 62 SNOW 8 7.29 big-cap Short NaN -8.0 9.792241e+08 -137.0 Technology 49 UBER 8 2.23 big-cap Short NaN -19.0 8.274443e+08 -13.0 Technology 23 JD 10 -10.51 big-cap Short NaN -56.0 7.914932e+08 -50.0 Consumer Cyclical 58 SNAP 10 -2.96 big-cap Short NaN -10.0 7.750853e+08 -21.0 Communication Services 224 DKNG 8 -16.52 big-cap Short NaN -36.0 7.614519e+08 -25.0 Consumer Cyclical 13 AVGO 6 1.02 big-cap Short NaN -21.0 6.916649e+08 -12.0 Technology 87 TWLO 10 -13.00 big-cap Short NaN -10.0 6.846716e+08 -13.0 Communication Services 305 FUTU 6 4.04 big-cap Short NaN -20.0 6.533986e+08 -20.0 Financial Services 140 TTD 8 -14.04 big-cap Short NaN -8.0 5.906204e+08 -12.0 Technology 51 MELI 7 -9.84 big-cap Short NaN -7.0 4.876052e+08 -54.0 Consumer Cyclical 126 BILI 8 -4.59 big-cap Short NaN -8.0 4.441104e+08 -43.0 Communication Services 135 TDOC 10 -13.52 big-cap Short NaN -10.0 3.969870e+08 -53.0 Healthcare 345 BYND 10 -19.05 big-cap Short NaN -10.0 3.964335e+08 -48.0 Consumer Defensive 252 NVAX 8 -18.26 big-cap Short NaN -9.0 3.916017e+08 -13.0 Healthcare 115 TME 13 -14.59 big-cap Short NaN -38.0 3.530441e+08 -38.0 Communication Services 209 ENPH 11 -13.54 big-cap Short NaN -11.0 3.410594e+08 -54.0 Technology 196 ETSY 9 -9.48 big-cap Short NaN -20.0 3.143524e+08 -21.0 Consumer Cyclical 235 FTCH 12 -18.19 big-cap Short NaN -59.0 3.077686e+08 -39.0 Consumer Cyclical 172 EDU 6 -13.97 big-cap Short NaN -6.0 3.067649e+08 -45.0 Consumer Defensive 275 PENN 15 -12.34 big-cap Short NaN -43.0 2.931614e+08 -32.0 Consumer Cyclical 76 ILMN 12 -3.36 big-cap Short NaN -12.0 2.863427e+08 -37.0 Healthcare 145 XPEV 12 -12.61 big-cap Short NaN -12.0 2.857914e+08 -73.0 Consumer Cyclical 82 SPOT 12 -11.82 big-cap Short NaN -12.0 2.834692e+08 -57.0 Communication Services 157 Z 14 -20.09 big-cap Short NaN -57.0 2.731020e+08 -42.0 Communication Services 149 RNG 9 -20.19 big-cap Short NaN -9.0 2.679455e+08 -53.0 Technology 119 DOCU 9 -4.86 big-cap Short NaN -9.0 2.526250e+08 -13.0 Technology 217 COUP 8 -3.80 big-cap Short NaN -8.0 2.346587e+08 -53.0 Technology 285 QS 15 -29.29 big-cap Short NaN -38.0 2.295430e+08 -137.0 Consumer Cyclical 185 ZS 10 -6.93 big-cap Short NaN -10.0 2.235545e+08 -53.0 Technology 130 U 6 6.40 big-cap Short NaN -6.0 2.195194e+08 -70.0 Technology 129 CHWY 9 -5.23 big-cap Short NaN -9.0 2.180503e+08 -53.0 Consumer Cyclical 213 TTWO 11 -1.14 big-cap Short NaN -11.0 2.115964e+08 -59.0 Communication Services 299 LYFT 8 0.23 big-cap Short NaN -38.0 2.066083e+08 -13.0 Technology 111 TAL 8 -14.29 big-cap Short NaN -8.0 2.049622e+08 -48.0 Consumer Defensive 310 RUN 10 -6.20 big-cap Short NaN -10.0 2.048686e+08 -61.0 Technology 329 SPCE 31 -53.30 big-cap Short NaN -59.0 1.992493e+08 -51.0 Industrials 223 MKTX 9 -0.06 big-cap Short NaN -16.0 1.752911e+08 -20.0 Financial Services 334 CHGG 10 -9.08 big-cap Short NaN -10.0 1.743671e+08 -53.0 Consumer Defensive 69 BEKE 11 -2.66 big-cap Short NaN -11.0 1.694682e+08 -53.0 Real Estate 260 IQ 35 -24.42 big-cap Short NaN -38.0 1.587914e+08 -37.0 Communication Services 355 BILL 6 -2.39 big-cap Short NaN -11.0 1.563225e+08 -14.0 Technology 184 SPLK 13 -10.95 big-cap Short NaN -13.0 1.479592e+08 -137.0 Technology 220 MDB 9 -2.37 big-cap Short NaN -9.0 1.412275e+08 -52.0 Technology 225 HOLX 13 -5.50 big-cap Short NaN -14.0 1.342474e+08 -20.0 Healthcare 343 RGEN 6 -5.33 big-cap Short NaN -9.0 1.300023e+08 -10.0 Healthcare 237 GDS 7 2.83 big-cap Short NaN -7.0 1.294697e+08 -53.0 Technology 304 OPEN 8 -12.62 big-cap Short NaN -8.0 1.267127e+08 -39.0 Real Estate 331 FSLY 10 -27.92 big-cap Short NaN -10.0 1.254387e+08 -62.0 Technology 332 CRSP 7 1.81 big-cap Short NaN -7.0 1.252840e+08 -60.0 Healthcare 286 SEDG 10 0.27 big-cap Short NaN -10.0 1.209546e+08 -14.0 Technology 361 NRG 20 -9.14 big-cap Short NaN -43.0 1.170027e+08 -43.0 Utilities 327 CREE 12 -8.83 big-cap Short NaN -13.0 1.120211e+08 -13.0 Technology 218 PAYC 9 -5.26 big-cap Short NaN -9.0 1.118933e+08 -12.0 Technology 214 STNE 8 -2.71 big-cap Short NaN -8.0 1.108305e+08 -52.0 Technology 320 AVLR 8 -2.41 big-cap Short NaN -8.0 1.096110e+08 -60.0 Technology 242 GDRX 7 -12.20 big-cap Short NaN -7.0 1.057966e+08 -52.0 Healthcare 243 ZI 9 -14.66 big-cap Short NaN -9.0 1.039131e+08 -11.0 Technology 211 EXAS 10 -19.86 big-cap Short NaN -10.0 1.031566e+08 -13.0 Healthcare 337 CABO 9 1.04 big-cap Short NaN -9.0 9.925183e+07 -67.0 Communication Services 124 RKT 8 -6.55 big-cap Short NaN -40.0 9.623084e+07 -24.0 Financial Services 244 CTLT 8 -3.89 big-cap Short NaN -9.0 9.494583e+07 -12.0 Healthcare 274 CTXS 11 -5.32 big-cap Short NaN -21.0 9.172355e+07 -13.0 Technology 121 LU 15 -9.66 big-cap Short NaN -60.0 9.034823e+07 -46.0 Financial Services 340 KC 9 -11.98 big-cap Short NaN -9.0 8.407680e+07 -43.0 Technology 264 PAGS 10 -3.69 big-cap Short NaN -10.0 7.803705e+07 -50.0 Technology 370 PLAN 7 -2.54 big-cap Short NaN -7.0 7.169381e+07 -57.0 Technology 302 MASI 10 -4.65 big-cap Short NaN -10.0 6.966110e+07 -60.0 Healthcare 31 SNE 9 -2.69 big-cap Short NaN -17.0 6.551296e+07 -14.0 Technology 293 APPN 13 -42.28 big-cap Short NaN -61.0 6.076151e+07 -53.0 Technology 317 ESTC 9 -1.36 big-cap Short NaN -9.0 6.028789e+07 -54.0 Technology 291 CGC 11 -9.45 big-cap Short NaN -61.0 5.702616e+07 -42.0 Healthcare 335 IPGP 10 3.87 big-cap Short NaN -10.0 4.734393e+07 -12.0 Technology 156 ZG 14 -21.05 big-cap Short NaN -57.0 4.071116e+07 -42.0 Communication Services 338 FFIV 6 -1.01 big-cap Short NaN -22.0 3.770274e+07 -14.0 Technology 256 ALNY 10 3.32 big-cap Short NaN -10.0 3.315281e+07 -53.0 Healthcare 281 LSXMA 6 -1.74 big-cap Short NaN -23.0 3.103644e+07 -11.0 Communication Services 357 PCTY 7 -5.14 big-cap Short NaN -9.0 2.908725e+07 -11.0 Technology 326 QGEN 11 -1.92 big-cap Short NaN -13.0 2.110686e+07 -57.0 Healthcare 330 BEP 20 -7.69 big-cap Short NaN -20.0 1.320417e+07 -59.0 Utilities 341 ENIA 12 -2.43 big-cap Short NaN -24.0 1.189883e+07 -18.0 Utilities 321 ERIE 12 -4.97 big-cap Short NaN -12.0 1.144492e+07 -52.0 Financial Services Mean Return: -8.242967032967032 Mean Day/Week: 10.32967032967033 Accuracy:0.8681318681318682 ************************************** ************************************** ************************************** *******************Part 2.0 Small Cap Industry Overiew********************* small_industry_uptrending_count tickers industry Basic Materials 16 Communication Services 3 Consumer Cyclical 8 Consumer Defensive 4 Energy 7 Financial Services 18 Healthcare 8 Industrials 14 Real Estate 7 Technology 4 Utilities 4 unknown 1 **************************************** small_industry_downtrending_count tickers industry Communication Services 5 Consumer Cyclical 3 Consumer Defensive 1 Financial Services 3 Healthcare 27 Industrials 6 Real Estate 3 Technology 32 Utilities 6 unknown 1 *******************Part 2.1 Small Cap Long Entry SPAN MACD********************* small_long_signal_entry_span_macd Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.2 Small Cap Short Entry SPAN MACD********************* small_short_signal_entry_span_macd Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.3 Small Cap Long Entry SPAN********************* small_long_signal_entry_span Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.4 Small Cap Short Entry SPAN********************* small_short_signal_entry_span Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.5 Small Cap Long Entry MACD********************* small_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 495 HOG 1 0.00 small-cap Long NaN 1.0 2.732360e+08 34.0 Consumer Cyclical 516 PBCT 2 0.31 small-cap Long NaN 2.0 7.184695e+07 78.0 Financial Services 397 AOS 3 -0.25 small-cap Long NaN 3.0 6.944381e+07 74.0 Industrials 475 VRT 1 0.00 small-cap Long NaN 1.0 5.963411e+07 32.0 Industrials 531 FFIN 2 0.02 small-cap Long NaN 2.0 2.807066e+07 78.0 Financial Services 542 KT 5 1.58 small-cap Long NaN 5.0 6.897516e+06 66.0 Communication Services 391 KOF 2 0.04 small-cap Long NaN 2.0 6.104252e+06 30.0 Consumer Defensive Mean Return: 0.34 Mean Day/Week: 3.2 Accuracy:0.8 *******************Part 2.6 Small Cap Short Entry MACD********************* small_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 453 DQ 4 -0.55 small-cap Short NaN -4.0 1.128816e+08 -42.0 Technology 482 IOVA 5 0.11 small-cap Short NaN -5.0 6.980396e+07 -60.0 Healthcare 501 PRLB 4 3.36 small-cap Short NaN -4.0 3.569680e+07 -60.0 Industrials 552 BHVN 4 3.10 small-cap Short NaN -4.0 1.851495e+07 -77.0 Healthcare 538 CERT 3 -3.26 small-cap Short NaN -3.0 1.345438e+07 -12.0 Healthcare 416 DNLI 4 4.81 small-cap Short NaN -4.0 1.240720e+07 -68.0 Healthcare 549 ABCM 1 0.00 small-cap Short NaN -1.0 1.400840e+06 -10.0 Healthcare Mean Return: 1.2616666666666667 Mean Day/Week: 4.166666666666667 Accuracy:0.3333333333333333 *******************Part 2.7 Small Cap Long Maintaiance********************* small_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 373 TECK 7 2.50 small-cap Long NaN 22.0 2.319597e+08 24.0 Basic Materials 449 STLD 15 16.54 small-cap Long NaN 15.0 1.882248e+08 72.0 Basic Materials 386 IRM 7 5.44 small-cap Long NaN 7.0 1.374468e+08 78.0 Real Estate 520 CCJ 7 1.61 small-cap Long NaN 9.0 1.211298e+08 78.0 Energy 443 RS 13 4.48 small-cap Long NaN 13.0 9.304132e+07 78.0 Basic Materials 401 GFI 7 11.56 small-cap Long NaN 7.0 9.130774e+07 32.0 Basic Materials 507 MTZ 15 15.65 small-cap Long NaN 15.0 8.994532e+07 78.0 Industrials 407 JAZZ 7 1.30 small-cap Long NaN 8.0 8.664597e+07 9.0 Healthcare 491 POST 37 10.68 small-cap Long NaN 51.0 8.596418e+07 55.0 Consumer Defensive 390 BG 19 8.13 small-cap Long NaN 19.0 8.162001e+07 78.0 Consumer Defensive 426 CMA 12 5.90 small-cap Long NaN 12.0 7.947764e+07 78.0 Financial Services 392 CF 13 10.44 small-cap Long NaN 14.0 7.902914e+07 78.0 Basic Materials 470 BERY 10 6.92 small-cap Long NaN 10.0 7.834362e+07 70.0 Consumer Cyclical 400 LNC 7 1.36 small-cap Long NaN 7.0 7.637738e+07 78.0 Financial Services 437 JLL 10 6.14 small-cap Long NaN 10.0 7.521225e+07 78.0 Real Estate 436 CSL 45 19.88 small-cap Long NaN 49.0 7.473937e+07 50.0 Industrials 458 RGLD 8 6.98 small-cap Long NaN 35.0 7.225749e+07 33.0 Basic Materials 424 NLSN 7 1.67 small-cap Long NaN 7.0 6.965968e+07 78.0 Industrials 487 OSK 9 5.48 small-cap Long NaN 9.0 6.817260e+07 78.0 Industrials 481 DXC 17 14.75 small-cap Long NaN 34.0 6.753392e+07 37.0 Technology 473 SEE 27 19.78 small-cap Long NaN 50.0 6.614530e+07 50.0 Consumer Cyclical 519 JHG 19 12.39 small-cap Long NaN 32.0 5.773255e+07 31.0 Financial Services 381 MMP 11 6.65 small-cap Long NaN 28.0 5.551481e+07 31.0 Energy 539 THC 15 14.83 small-cap Long NaN 15.0 5.268921e+07 78.0 Healthcare 484 TRGP 15 14.61 small-cap Long NaN 15.0 5.191358e+07 78.0 Energy 433 ATH 23 14.13 small-cap Long NaN 23.0 4.420200e+07 78.0 Financial Services 385 HSIC 19 11.25 small-cap Long NaN 45.0 4.094818e+07 27.0 Healthcare 429 AFG 8 1.06 small-cap Long NaN 8.0 4.072060e+07 76.0 Financial Services 534 LEG 24 16.09 small-cap Long NaN 24.0 3.926789e+07 56.0 Consumer Cyclical 404 PHYS 6 1.51 small-cap Long NaN 31.0 3.800701e+07 11.0 unknown 499 PAA 6 5.91 small-cap Long NaN 13.0 3.361960e+07 17.0 Energy 478 TFII 15 12.30 small-cap Long NaN 15.0 2.817797e+07 78.0 Industrials 529 PSXP 8 4.43 small-cap Long NaN 58.0 2.547921e+07 53.0 Energy 528 ORI 31 16.59 small-cap Long NaN 53.0 2.456863e+07 78.0 Financial Services 512 SON 13 5.24 small-cap Long NaN 13.0 2.424985e+07 51.0 Consumer Cyclical 498 WES 13 6.83 small-cap Long NaN 13.0 2.251321e+07 78.0 Energy 463 EXEL 7 0.56 small-cap Long NaN 7.0 2.051694e+07 26.0 Healthcare 548 MAN 29 18.34 small-cap Long NaN 29.0 1.936375e+07 78.0 Industrials 460 SC 29 25.39 small-cap Long NaN 29.0 1.903237e+07 74.0 Financial Services 500 SRCL 14 12.42 small-cap Long NaN 31.0 1.694847e+07 26.0 Industrials 513 CFR 14 5.71 small-cap Long NaN 14.0 1.643883e+07 78.0 Financial Services 402 VEDL 12 11.11 small-cap Long NaN 12.0 1.579212e+07 78.0 Basic Materials 415 PSO 7 4.00 small-cap Long NaN 7.0 5.296795e+06 78.0 Communication Services 462 ICL 11 0.95 small-cap Long NaN 11.0 7.872258e+05 78.0 Basic Materials Mean Return: 9.079318181818183 Mean Day/Week: 14.727272727272727 Accuracy:1.0 *******************Part 2.8 Small Cap Short Maintaiance********************* small_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 467 MSTR 22 -32.12 small-cap Short NaN -58.0 3.849736e+08 -39.0 Technology 412 LMND 8 -1.63 small-cap Short NaN -8.0 1.513056e+08 -54.0 Financial Services 457 FCEL 15 -24.21 small-cap Short NaN -62.0 1.236527e+08 -44.0 Industrials 541 APPS 8 -3.72 small-cap Short NaN -51.0 1.193133e+08 -22.0 Technology 514 HAE 21 -24.79 small-cap Short NaN -21.0 1.151971e+08 -52.0 Healthcare 479 CCIV 11 -7.99 small-cap Short NaN -56.0 1.148837e+08 -35.0 Financial Services 540 BIGC 8 -3.40 small-cap Short NaN -8.0 1.072401e+08 -65.0 Technology 375 VST 13 -6.75 small-cap Short NaN -14.0 1.032008e+08 -56.0 Utilities 388 BFAM 12 -6.68 small-cap Short NaN -27.0 9.768256e+07 -21.0 Consumer Cyclical 396 IIVI 12 -4.54 small-cap Short NaN -12.0 9.430571e+07 -53.0 Technology 545 ARRY 6 -39.80 small-cap Short NaN -6.0 9.382555e+07 -63.0 Technology 382 GWRE 7 -6.87 small-cap Short NaN -7.0 9.313150e+07 -60.0 Technology 431 FVRR 13 -22.29 small-cap Short NaN -13.0 9.147326e+07 -42.0 Communication Services 378 NVTA 11 -17.38 small-cap Short NaN -11.0 8.191845e+07 -64.0 Healthcare 374 BLDP 10 -12.23 small-cap Short NaN -10.0 7.612917e+07 -53.0 Industrials 409 FATE 8 0.32 small-cap Short NaN -8.0 7.260063e+07 -53.0 Healthcare 439 RDFN 8 -0.68 small-cap Short NaN -8.0 7.180711e+07 -45.0 Real Estate 440 YY 14 -10.73 small-cap Short NaN -52.0 7.103442e+07 -36.0 Communication Services 509 CLGX 9 -0.23 small-cap Short NaN -51.0 6.931836e+07 -34.0 Technology 408 WEX 6 -4.31 small-cap Short NaN -13.0 6.836345e+07 -13.0 Technology 488 CYBR 9 -2.08 small-cap Short NaN -9.0 6.701898e+07 -15.0 Technology 405 TWST 10 -16.11 small-cap Short NaN -10.0 6.364511e+07 -57.0 Healthcare 451 API 13 -24.67 small-cap Short NaN -13.0 6.324272e+07 -43.0 Technology 492 BE 8 -10.78 small-cap Short NaN -8.0 6.126988e+07 -57.0 Industrials 483 PSTG 15 -15.16 small-cap Short NaN -58.0 5.968749e+07 -42.0 Technology 418 SPWR 13 -19.85 small-cap Short NaN -63.0 5.778197e+07 -51.0 Technology 421 IONS 8 0.08 small-cap Short NaN -8.0 5.776300e+07 -53.0 Healthcare 419 NYT 29 -13.41 small-cap Short NaN -52.0 5.467926e+07 -48.0 Communication Services 430 AMWL 9 -12.11 small-cap Short NaN -9.0 5.270903e+07 -60.0 Healthcare 456 QTWO 8 -1.92 small-cap Short NaN -8.0 5.241883e+07 -54.0 Technology 517 TNDM 6 -2.38 small-cap Short NaN -7.0 4.973352e+07 -10.0 Healthcare 445 MLCO 7 -4.98 small-cap Short NaN -39.0 4.972582e+07 -13.0 Consumer Cyclical 468 ONEM 6 -14.39 small-cap Short NaN -6.0 4.904446e+07 -52.0 Healthcare 486 PACB 12 -22.98 small-cap Short NaN -59.0 4.752803e+07 -38.0 Healthcare 393 BHC 9 4.37 small-cap Short NaN -43.0 4.666334e+07 -10.0 Healthcare 403 SMAR 15 -13.80 small-cap Short NaN -20.0 4.626211e+07 -53.0 Technology 543 VNET 14 -16.54 small-cap Short NaN -64.0 4.612988e+07 -52.0 Technology 422 BB 12 -3.36 small-cap Short NaN -66.0 4.335365e+07 -52.0 Technology 441 ADPT 8 -5.64 small-cap Short NaN -8.0 4.298604e+07 -54.0 Healthcare 438 CHDN 8 -2.53 small-cap Short NaN -39.0 4.174250e+07 -18.0 Consumer Cyclical 533 UPWK 13 -13.66 small-cap Short NaN -21.0 4.155079e+07 -38.0 Industrials 417 LSPD 6 -0.92 small-cap Short NaN -10.0 4.112162e+07 -10.0 Technology 474 NCNO 11 -20.98 small-cap Short NaN -11.0 4.102969e+07 -59.0 Technology 546 SAIL 10 -5.89 small-cap Short NaN -10.0 3.717780e+07 -45.0 Technology 428 EXPI 24 -29.66 small-cap Short NaN -57.0 3.651959e+07 -39.0 Real Estate 489 NEP 8 -4.31 small-cap Short NaN -8.0 3.623152e+07 -12.0 Utilities 502 HUYA 13 -15.58 small-cap Short NaN -55.0 3.611557e+07 -39.0 Communication Services 532 INSP 6 -6.38 small-cap Short NaN -9.0 3.527177e+07 -9.0 Healthcare 471 TGTX 11 -24.00 small-cap Short NaN -38.0 3.521442e+07 -46.0 Healthcare 535 SDC 9 -4.41 small-cap Short NaN -9.0 3.480993e+07 -63.0 Healthcare 442 BL 8 -0.94 small-cap Short NaN -8.0 3.407670e+07 -60.0 Technology 485 SDGR 9 -10.87 small-cap Short NaN -9.0 3.366538e+07 -52.0 Healthcare 521 VRNS 11 -14.17 small-cap Short NaN -11.0 3.294067e+07 -43.0 Technology 490 MDLA 7 -9.21 small-cap Short NaN -7.0 3.257545e+07 -51.0 Technology 525 CRUS 11 1.91 small-cap Short NaN -12.0 2.711634e+07 -12.0 Technology 448 SHC 10 -10.73 small-cap Short NaN -10.0 2.551776e+07 -42.0 Healthcare 524 FROG 8 -12.18 small-cap Short NaN -8.0 2.497386e+07 -60.0 Technology 384 BEPC 13 -6.33 small-cap Short NaN -13.0 2.393548e+07 -137.0 Utilities 497 NEO 9 -10.40 small-cap Short NaN -9.0 2.185362e+07 -15.0 Healthcare 472 KOD 8 -17.16 small-cap Short NaN -8.0 2.100246e+07 -63.0 Healthcare 465 RCM 9 -0.50 small-cap Short NaN -9.0 2.081186e+07 -11.0 Healthcare 480 ORA 10 -4.36 small-cap Short NaN -10.0 1.945322e+07 -58.0 Utilities 530 NATI 11 -2.11 small-cap Short NaN -12.0 1.896272e+07 -12.0 Technology 459 ANGI 8 -10.86 small-cap Short NaN -11.0 1.882129e+07 -18.0 Communication Services 466 DCT 12 -11.76 small-cap Short NaN -12.0 1.770736e+07 -42.0 Technology 522 ALGM 13 -5.69 small-cap Short NaN -13.0 1.757418e+07 -57.0 Technology 553 POWI 6 -2.30 small-cap Short NaN -10.0 1.681796e+07 -52.0 Technology 504 CWEN 7 -3.29 small-cap Short NaN -7.0 1.473402e+07 -62.0 Utilities 551 ENIC 13 -6.78 small-cap Short NaN -15.0 9.358688e+06 -15.0 Utilities 455 ALLK 8 1.73 small-cap Short NaN -8.0 8.279369e+06 -60.0 Healthcare 537 APPF 9 -3.17 small-cap Short NaN -9.0 7.849215e+06 -57.0 Technology 496 FIZZ 13 -6.40 small-cap Short NaN -13.0 7.806649e+06 -47.0 Consumer Defensive 376 HGH 8 0.23 small-cap Short NaN -18.0 7.344918e+05 -22.0 unknown Mean Return: -9.580821917808219 Mean Day/Week: 10.58904109589041 Accuracy:0.9178082191780822 ************************************** ************************************** ************************************** *******************Part 3.0 Penny Cap Industry Overiew********************* penny_industry_uptrending_count tickers industry Basic Materials 35 Communication Services 6 Consumer Cyclical 33 Consumer Defensive 13 Energy 23 Financial Services 47 Healthcare 18 Industrials 40 Real Estate 6 Technology 11 unknown 2 **************************************** penny_industry_downtrending_count tickers industry Basic Materials 6 Communication Services 15 Consumer Cyclical 23 Consumer Defensive 10 Energy 1 Financial Services 23 Healthcare 102 Industrials 16 Real Estate 15 Technology 67 Utilities 1 unknown 1 *******************Part 3.1 Penny Cap Long Entry SPAN MACD********************* penny_long_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 1057 PLCE 1 0.00 penny-cap Long NaN 1.0 2.249456e+08 2.0 Consumer Cyclical 583 HLI 4 5.32 penny-cap Long NaN 4.0 2.142905e+07 4.0 Financial Services 860 ENLC 2 3.78 penny-cap Long NaN 2.0 1.195325e+07 2.0 Energy 914 MGRC 1 0.00 penny-cap Long NaN 1.0 6.581786e+06 3.0 Industrials 780 NNI 1 0.00 penny-cap Long NaN 1.0 3.711040e+06 3.0 Financial Services Mean Return: 4.55 Mean Day/Week: 4.5 Accuracy:1.0 *******************Part 3.2 Penny Cap Short Entry SPAN MACD********************* penny_short_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 928 HRTX 2 -2.17 penny-cap Short NaN -3.0 3.062553e+07 -3.0 Healthcare 709 CPA 3 3.68 penny-cap Short NaN -3.0 2.522549e+07 -5.0 Industrials 946 ARQT 1 0.00 penny-cap Short NaN -3.0 8.001448e+06 -5.0 Healthcare 810 GCMG 3 2.73 penny-cap Short NaN -3.0 3.372502e+06 -5.0 Financial Services Mean Return: 1.4133333333333333 Mean Day/Week: 3.0 Accuracy:0.3333333333333333 *******************Part 3.3 Penny Cap Long Entry SPAN********************* penny_long_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 681 APLS 1 0.00 penny-cap Long NaN 23.0 3.292365e+08 1.0 Healthcare 1057 PLCE 1 0.00 penny-cap Long NaN 1.0 2.249456e+08 2.0 Consumer Cyclical 690 IGT 5 10.10 penny-cap Long NaN 13.0 3.630688e+07 5.0 Consumer Cyclical 786 MDRX 2 0.59 penny-cap Long NaN 22.0 2.193547e+07 5.0 Healthcare 583 HLI 4 5.32 penny-cap Long NaN 4.0 2.142905e+07 4.0 Financial Services 860 ENLC 2 3.78 penny-cap Long NaN 2.0 1.195325e+07 2.0 Energy 763 PJT 2 0.11 penny-cap Long NaN 24.0 6.860261e+06 5.0 Financial Services 914 MGRC 1 0.00 penny-cap Long NaN 1.0 6.581786e+06 3.0 Industrials 870 RNST 2 -0.33 penny-cap Long NaN 9.0 4.211927e+06 3.0 Financial Services 780 NNI 1 0.00 penny-cap Long NaN 1.0 3.711040e+06 3.0 Financial Services 901 GCP 2 1.03 penny-cap Long NaN 24.0 3.442549e+06 3.0 Basic Materials 936 DKL 2 2.38 penny-cap Long NaN 26.0 2.727549e+06 4.0 Energy 1049 CLNC 3 4.84 penny-cap Long NaN 8.0 2.476970e+06 3.0 Real Estate Mean Return: 3.091111111111111 Mean Day/Week: 3.111111111111111 Accuracy:0.8888888888888888 *******************Part 3.4 Penny Cap Short Entry SPAN********************* penny_short_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 981 PLT 2 -3.13 penny-cap Short NaN -53.0 3.272265e+07 -4.0 Technology 928 HRTX 2 -2.17 penny-cap Short NaN -3.0 3.062553e+07 -3.0 Healthcare 709 CPA 3 3.68 penny-cap Short NaN -3.0 2.522549e+07 -5.0 Industrials 612 RXT 4 8.41 penny-cap Short NaN -17.0 2.026758e+07 -5.0 Technology 946 ARQT 1 0.00 penny-cap Short NaN -3.0 8.001448e+06 -5.0 Healthcare 1062 ENTA 1 0.00 penny-cap Short NaN -7.0 4.698647e+06 -1.0 Healthcare 810 GCMG 3 2.73 penny-cap Short NaN -3.0 3.372502e+06 -5.0 Financial Services Mean Return: 1.904 Mean Day/Week: 3.2 Accuracy:0.4 *******************Part 3.5 Penny Cap Long Entry MACD********************* penny_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 1057 PLCE 1 0.00 penny-cap Long NaN 1.0 2.249456e+08 2.0 Consumer Cyclical 890 DDS 2 12.79 penny-cap Long NaN 2.0 1.886699e+08 17.0 Consumer Cyclical 802 GT 2 2.10 penny-cap Long NaN 2.0 7.822905e+07 78.0 Consumer Cyclical 561 EXP 3 1.01 penny-cap Long NaN 3.0 5.754769e+07 78.0 Basic Materials 701 ADS 1 0.00 penny-cap Long NaN 1.0 4.858493e+07 72.0 Financial Services 619 KBR 1 0.00 penny-cap Long NaN 1.0 4.838628e+07 78.0 Industrials 555 INGR 5 2.24 penny-cap Long NaN 5.0 4.810523e+07 72.0 Consumer Defensive 926 BOOT 2 1.61 penny-cap Long NaN 2.0 4.425722e+07 78.0 Consumer Cyclical 1024 FOE 5 -0.45 penny-cap Long NaN 5.0 3.927156e+07 69.0 Basic Materials 570 ACHC 2 -3.23 penny-cap Long NaN 2.0 2.706516e+07 78.0 Healthcare 632 THG 2 -0.09 penny-cap Long NaN 2.0 2.398211e+07 55.0 Financial Services 806 PRMW 2 0.87 penny-cap Long NaN 2.0 2.348742e+07 32.0 Consumer Defensive 706 BKU 1 0.00 penny-cap Long NaN 1.0 2.300107e+07 78.0 Financial Services 583 HLI 4 5.32 penny-cap Long NaN 4.0 2.142905e+07 4.0 Financial Services 865 PVG 1 0.00 penny-cap Long NaN 1.0 1.922815e+07 11.0 Basic Materials 705 UMPQ 2 -0.83 penny-cap Long NaN 2.0 1.604915e+07 78.0 Financial Services 616 UBSI 3 1.54 penny-cap Long NaN 3.0 1.520846e+07 78.0 Financial Services 962 GES 1 0.00 penny-cap Long NaN 1.0 1.360387e+07 32.0 Consumer Cyclical 805 COKE 2 1.67 penny-cap Long NaN 2.0 1.311242e+07 51.0 Consumer Defensive 860 ENLC 2 3.78 penny-cap Long NaN 2.0 1.195325e+07 2.0 Energy 826 ODP 2 1.00 penny-cap Long NaN 2.0 9.685476e+06 11.0 Consumer Cyclical 875 WAFD 1 0.00 penny-cap Long NaN 1.0 8.654396e+06 78.0 Financial Services 855 WSFS 2 0.75 penny-cap Long NaN 3.0 8.060963e+06 17.0 Financial Services 829 PLXS 2 0.23 penny-cap Long NaN 2.0 7.829205e+06 78.0 Technology 916 RVNC 1 0.00 penny-cap Long NaN 1.0 7.328281e+06 19.0 Healthcare 925 PIPR 3 1.66 penny-cap Long NaN 3.0 7.140699e+06 71.0 Financial Services 879 WSBC 3 2.15 penny-cap Long NaN 3.0 7.103878e+06 78.0 Financial Services 914 MGRC 1 0.00 penny-cap Long NaN 1.0 6.581786e+06 3.0 Industrials 811 IBOC 1 0.00 penny-cap Long NaN 2.0 6.204795e+06 78.0 Financial Services 909 HLIO 3 -0.34 penny-cap Long NaN 3.0 5.747101e+06 78.0 Industrials 934 BANR 2 -0.03 penny-cap Long NaN 2.0 4.942595e+06 78.0 Financial Services 964 MEI 1 0.00 penny-cap Long NaN 1.0 4.888272e+06 37.0 Technology 827 FLOW 3 0.70 penny-cap Long NaN 3.0 4.736130e+06 78.0 Industrials 1041 SNEX 1 0.00 penny-cap Long NaN 4.0 4.521420e+06 55.0 Financial Services 1038 FCF 2 0.78 penny-cap Long NaN 2.0 4.013533e+06 78.0 Financial Services 921 TOWN 2 0.27 penny-cap Long NaN 2.0 3.954364e+06 78.0 Financial Services 774 USM 5 0.43 penny-cap Long NaN 5.0 3.712299e+06 51.0 Communication Services 780 NNI 1 0.00 penny-cap Long NaN 1.0 3.711040e+06 3.0 Financial Services 957 HEP 2 1.54 penny-cap Long NaN 2.0 3.536211e+06 78.0 Energy 1065 SRCE 1 0.00 penny-cap Long NaN 1.0 2.076960e+06 78.0 Financial Services 766 TDI 1 0.00 penny-cap Long NaN 1.0 3.527866e+04 31.0 unknown Mean Return: 1.441153846153846 Mean Day/Week: 3.230769230769231 Accuracy:0.7692307692307693 *******************Part 3.6 Penny Cap Short Entry MACD********************* penny_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 700 OSTK 2 3.63 penny-cap Short NaN -2.0 9.844871e+07 -39.0 Consumer Cyclical 844 ACB 3 -3.95 penny-cap Short NaN -3.0 4.844644e+07 -44.0 Healthcare 669 VLDR 5 -7.72 penny-cap Short NaN -5.0 3.813763e+07 -64.0 Technology 584 BLI 3 4.70 penny-cap Short NaN -3.0 3.793710e+07 -137.0 Healthcare 663 VC 4 1.40 penny-cap Short NaN -4.0 3.439528e+07 -42.0 Consumer Cyclical 613 GOCO 1 0.00 penny-cap Short NaN -1.0 3.423862e+07 -53.0 Financial Services 928 HRTX 2 -2.17 penny-cap Short NaN -3.0 3.062553e+07 -3.0 Healthcare 792 HYFM 3 4.04 penny-cap Short NaN -3.0 2.888241e+07 -43.0 Industrials 695 CRSR 4 2.91 penny-cap Short NaN -4.0 2.763385e+07 -57.0 Technology 974 OCUL 5 -11.08 penny-cap Short NaN -5.0 2.628784e+07 -12.0 Healthcare 709 CPA 3 3.68 penny-cap Short NaN -3.0 2.522549e+07 -5.0 Industrials 764 LTHM 4 4.95 penny-cap Short NaN -4.0 2.402029e+07 -53.0 Basic Materials 661 RETA 5 -4.82 penny-cap Short NaN -5.0 1.879763e+07 -42.0 Healthcare 830 MSGE 4 2.32 penny-cap Short NaN -4.0 1.795894e+07 -40.0 Communication Services 596 BAND 5 -3.89 penny-cap Short NaN -5.0 1.576807e+07 -57.0 Technology 767 GDOT 5 -3.69 penny-cap Short NaN -5.0 1.448389e+07 -137.0 Financial Services 615 KNSL 4 3.35 penny-cap Short NaN -4.0 1.371167e+07 -137.0 Financial Services 885 PRAX 3 12.15 penny-cap Short NaN -3.0 1.364675e+07 -57.0 Healthcare 938 PSNL 4 7.36 penny-cap Short NaN -4.0 1.360854e+07 -60.0 Healthcare 1040 CERS 5 2.79 penny-cap Short NaN -5.0 1.130633e+07 -60.0 Healthcare 571 CVET 4 2.95 penny-cap Short NaN -4.0 1.026048e+07 -44.0 Healthcare 753 UNIT 5 1.44 penny-cap Short NaN -5.0 1.024021e+07 -54.0 Real Estate 558 GSHD 5 -12.16 penny-cap Short NaN -5.0 9.610984e+06 -42.0 Financial Services 693 RCKT 4 -2.93 penny-cap Short NaN -4.0 9.157266e+06 -42.0 Healthcare 556 KWR 4 1.41 penny-cap Short NaN -4.0 8.146146e+06 -52.0 Basic Materials 946 ARQT 1 0.00 penny-cap Short NaN -3.0 8.001448e+06 -5.0 Healthcare 886 ARCE 2 1.56 penny-cap Short NaN -2.0 7.260621e+06 -69.0 Consumer Defensive 777 JOE 1 0.00 penny-cap Short NaN -5.0 5.224908e+06 -39.0 Real Estate 1056 PASG 2 -4.39 penny-cap Short NaN -2.0 5.199582e+06 -137.0 Healthcare 995 TRIL 2 1.56 penny-cap Short NaN -2.0 5.129890e+06 -137.0 Healthcare 745 ALXO 4 0.42 penny-cap Short NaN -4.0 4.588279e+06 -68.0 Healthcare 877 STTK 4 -3.25 penny-cap Short NaN -4.0 3.767019e+06 -60.0 Healthcare 810 GCMG 3 2.73 penny-cap Short NaN -3.0 3.372502e+06 -5.0 Financial Services 791 YQ 3 10.21 penny-cap Short NaN -3.0 1.760000e+06 -112.0 Consumer Defensive 1064 IH 2 -0.42 penny-cap Short NaN -2.0 4.198370e+05 -137.0 Consumer Defensive 959 ZEAL 3 -2.96 penny-cap Short NaN -5.0 3.080455e+05 -10.0 Healthcare 1020 VSTA 3 1.93 penny-cap Short NaN -3.0 2.950823e+05 -59.0 Consumer Defensive Mean Return: 0.4135294117647059 Mean Day/Week: 3.7058823529411766 Accuracy:0.38235294117647056 *******************Part 3.7 Penny Cap Long Maintainance********************* penny_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 649 HL 6 22.27 penny-cap Long NaN 8.0 2.104548e+08 8.0 Basic Materials 608 GPK 9 -0.09 penny-cap Long NaN 9.0 1.249884e+08 50.0 Consumer Cyclical 574 EQT 7 11.72 penny-cap Long NaN 13.0 1.209494e+08 16.0 Energy 889 AR 7 16.72 penny-cap Long NaN 7.0 1.159454e+08 78.0 Energy 560 CROX 15 6.67 penny-cap Long NaN 15.0 1.139977e+08 78.0 Consumer Cyclical 924 UFS 16 34.81 penny-cap Long NaN 16.0 9.985036e+07 78.0 Basic Materials 944 HOME 9 20.69 penny-cap Long NaN 16.0 9.607443e+07 78.0 Consumer Cyclical 880 ASO 8 4.16 penny-cap Long NaN 8.0 9.243147e+07 78.0 Consumer Cyclical 783 SWN 6 15.80 penny-cap Long NaN 9.0 8.516340e+07 15.0 Energy 568 AUY 8 7.13 penny-cap Long NaN 46.0 8.244071e+07 23.0 Basic Materials 599 XEC 9 6.10 penny-cap Long NaN 9.0 7.056482e+07 78.0 Energy 730 GOLF 8 3.85 penny-cap Long NaN 8.0 5.817537e+07 8.0 Consumer Cyclical 659 SGMS 15 6.83 penny-cap Long NaN 23.0 5.669815e+07 19.0 Consumer Cyclical 557 BPOP 9 5.23 penny-cap Long NaN 9.0 5.129407e+07 78.0 Financial Services 776 MED 6 4.57 penny-cap Long NaN 9.0 4.774595e+07 8.0 Consumer Cyclical 894 MTDR 10 13.17 penny-cap Long NaN 10.0 4.195375e+07 78.0 Energy 601 CC 11 12.60 penny-cap Long NaN 35.0 4.130230e+07 36.0 Basic Materials 895 PRFT 12 8.08 penny-cap Long NaN 12.0 3.587073e+07 78.0 Technology 717 UNVR 17 16.47 penny-cap Long NaN 36.0 3.544171e+07 51.0 Basic Materials 856 NAVI 41 24.23 penny-cap Long NaN 41.0 3.464551e+07 78.0 Financial Services 630 OLN 13 7.53 penny-cap Long NaN 13.0 3.296657e+07 78.0 Basic Materials 807 MIC 10 3.78 penny-cap Long NaN 10.0 3.290104e+07 29.0 Industrials 655 AM 6 6.52 penny-cap Long NaN 9.0 3.273279e+07 19.0 Energy 922 RLGY 6 7.25 penny-cap Long NaN 13.0 3.249935e+07 13.0 Real Estate 734 COMM 7 0.26 penny-cap Long NaN 7.0 3.223169e+07 78.0 Technology 797 SUM 7 10.10 penny-cap Long NaN 7.0 3.149960e+07 78.0 Basic Materials 824 PDCE 7 3.78 penny-cap Long NaN 7.0 3.113218e+07 78.0 Energy 775 RRR 14 7.62 penny-cap Long NaN 14.0 3.095387e+07 78.0 Consumer Cyclical 902 EPC 8 0.98 penny-cap Long NaN 8.0 3.090076e+07 46.0 Consumer Defensive 590 JOBS 8 1.57 penny-cap Long NaN 30.0 2.971250e+07 10.0 Industrials 1059 SBLK 19 17.49 penny-cap Long NaN 19.0 2.944750e+07 78.0 Industrials 696 R 11 7.69 penny-cap Long NaN 11.0 2.892309e+07 78.0 Industrials 868 FBP 14 5.48 penny-cap Long NaN 14.0 2.860089e+07 78.0 Financial Services 704 HRB 6 4.68 penny-cap Long NaN 6.0 2.740226e+07 74.0 Consumer Cyclical 633 WCC 14 17.71 penny-cap Long NaN 14.0 2.694098e+07 78.0 Industrials 804 TEX 10 9.17 penny-cap Long NaN 10.0 2.673355e+07 78.0 Industrials 789 BNL 13 2.55 penny-cap Long NaN 32.0 2.447013e+07 23.0 Real Estate 620 DCP 7 3.75 penny-cap Long NaN 14.0 2.446405e+07 10.0 Energy 597 MSM 11 3.50 penny-cap Long NaN 11.0 2.323167e+07 51.0 Industrials 867 OI 17 20.69 penny-cap Long NaN 36.0 2.322532e+07 37.0 Consumer Cyclical 744 HWC 15 8.69 penny-cap Long NaN 15.0 2.225091e+07 78.0 Financial Services 598 VVV 22 15.72 penny-cap Long NaN 22.0 2.130126e+07 78.0 Energy 813 MD 7 -1.08 penny-cap Long NaN 7.0 2.071702e+07 32.0 Healthcare 815 CMC 7 1.70 penny-cap Long NaN 7.0 2.051472e+07 72.0 Basic Materials 686 AMN 13 10.74 penny-cap Long NaN 19.0 2.045757e+07 19.0 Healthcare 854 MLHR 6 2.09 penny-cap Long NaN 6.0 2.024132e+07 73.0 Consumer Cyclical 751 NUS 6 1.01 penny-cap Long NaN 26.0 1.960541e+07 8.0 Consumer Defensive 760 ARNC 11 22.51 penny-cap Long NaN 24.0 1.935023e+07 24.0 Industrials 773 CCOI 13 4.88 penny-cap Long NaN 13.0 1.911365e+07 48.0 Communication Services 714 KEX 6 4.13 penny-cap Long NaN 10.0 1.886674e+07 78.0 Industrials 689 ALKS 7 0.43 penny-cap Long NaN 22.0 1.867864e+07 17.0 Healthcare 1036 CYH 9 3.33 penny-cap Long NaN 9.0 1.816415e+07 12.0 Healthcare 718 BHF 8 0.69 penny-cap Long NaN 8.0 1.782596e+07 78.0 Financial Services 814 TROX 9 1.88 penny-cap Long NaN 30.0 1.707858e+07 37.0 Basic Materials 888 OR 11 11.97 penny-cap Long NaN 46.0 1.702201e+07 29.0 Basic Materials 651 AWI 21 8.47 penny-cap Long NaN 21.0 1.650234e+07 78.0 Industrials 740 SAFM 9 2.11 penny-cap Long NaN 9.0 1.587221e+07 73.0 Consumer Defensive 715 CWK 11 2.34 penny-cap Long NaN 11.0 1.543826e+07 51.0 Real Estate 927 IRWD 7 7.66 penny-cap Long NaN 18.0 1.504584e+07 26.0 Healthcare 986 XPEL 6 12.72 penny-cap Long NaN 6.0 1.484629e+07 32.0 Consumer Cyclical 793 CBT 11 12.14 penny-cap Long NaN 17.0 1.479311e+07 78.0 Basic Materials 933 PAGP 7 9.87 penny-cap Long NaN 13.0 1.468558e+07 17.0 Energy 1055 MDP 8 -5.10 penny-cap Long NaN 9.0 1.448342e+07 78.0 Communication Services 816 ANAT 8 20.17 penny-cap Long NaN 8.0 1.431331e+07 53.0 Financial Services 731 PDCO 10 0.56 penny-cap Long NaN 11.0 1.405050e+07 17.0 Healthcare 972 KALU 14 7.66 penny-cap Long NaN 14.0 1.209801e+07 78.0 Basic Materials 625 WTS 8 1.26 penny-cap Long NaN 23.0 1.205871e+07 19.0 Industrials 869 TDS 6 -0.42 penny-cap Long NaN 6.0 1.177736e+07 51.0 Communication Services 754 JJSF 13 2.85 penny-cap Long NaN 18.0 1.130659e+07 22.0 Consumer Defensive 863 SGRY 16 7.30 penny-cap Long NaN 16.0 1.108791e+07 78.0 Healthcare 785 EXLS 9 0.94 penny-cap Long NaN 9.0 1.101880e+07 53.0 Technology 866 PBH 6 5.50 penny-cap Long NaN 6.0 1.067225e+07 11.0 Healthcare 677 BCPC 10 -1.83 penny-cap Long NaN 11.0 1.066932e+07 60.0 Basic Materials 825 ENBL 14 21.37 penny-cap Long NaN 14.0 1.027721e+07 67.0 Energy 716 CNS 6 4.14 penny-cap Long NaN 32.0 9.627092e+06 17.0 Financial Services 820 FCFS 17 9.78 penny-cap Long NaN 24.0 8.941759e+06 52.0 Financial Services 1011 NMRK 7 3.35 penny-cap Long NaN 7.0 8.233952e+06 78.0 Real Estate 799 EVTC 10 7.19 penny-cap Long NaN 32.0 8.086538e+06 32.0 Technology 1031 FDP 9 5.29 penny-cap Long NaN 9.0 8.027368e+06 56.0 Consumer Defensive 1021 VLRS 15 6.74 penny-cap Long NaN 15.0 7.980202e+06 78.0 Industrials 899 CSTM 10 3.99 penny-cap Long NaN 16.0 7.856521e+06 51.0 Basic Materials 1016 WIRE 15 10.35 penny-cap Long NaN 15.0 7.447595e+06 78.0 Industrials 931 GOL 7 0.14 penny-cap Long NaN 30.0 7.352717e+06 18.0 Industrials 840 MTX 8 2.96 penny-cap Long NaN 8.0 7.094779e+06 78.0 Basic Materials 851 BDC 7 -1.93 penny-cap Long NaN 9.0 7.023158e+06 9.0 Industrials 787 AUB 6 5.51 penny-cap Long NaN 8.0 6.975585e+06 78.0 Financial Services 967 HNI 13 7.27 penny-cap Long NaN 13.0 6.883192e+06 55.0 Industrials 755 GHC 7 0.30 penny-cap Long NaN 7.0 6.347331e+06 32.0 Consumer Defensive 884 CVA 6 0.01 penny-cap Long NaN 12.0 6.198031e+06 12.0 Industrials 782 SCL 14 4.86 penny-cap Long NaN 17.0 5.626994e+06 51.0 Basic Materials 939 SASR 10 1.65 penny-cap Long NaN 10.0 5.454071e+06 78.0 Financial Services 1006 CASH 13 1.02 penny-cap Long NaN 13.0 4.499590e+06 78.0 Financial Services 982 HSC 7 1.76 penny-cap Long NaN 24.0 4.398267e+06 10.0 Industrials 1054 ARCO 13 10.88 penny-cap Long NaN 22.0 3.924504e+06 16.0 Consumer Cyclical 1023 BPMP 9 3.86 penny-cap Long NaN 16.0 3.834623e+06 53.0 Energy 1047 SBSI 10 4.83 penny-cap Long NaN 10.0 3.469520e+06 78.0 Financial Services 971 ARGO 8 1.17 penny-cap Long NaN 8.0 2.534969e+06 66.0 Financial Services 983 FFG 11 0.28 penny-cap Long NaN 11.0 1.099604e+06 11.0 Financial Services 750 BBU 13 5.19 penny-cap Long NaN 15.0 1.016340e+06 16.0 Industrials 688 SLMBP 10 2.82 penny-cap Long NaN 15.0 4.380000e+05 77.0 Financial Services 567 SHI 6 1.50 penny-cap Long NaN 6.0 3.392344e+05 28.0 Energy Mean Return: 6.854257425742575 Mean Day/Week: 10.376237623762377 Accuracy:0.9405940594059405 *******************Part 3.8 Penny Cap Short Maintainance********************* penny_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 989 RIOT 6 -17.18 penny-cap Short NaN -39.0 4.768600e+08 -23.0 Technology 772 TLRY 11 -8.64 penny-cap Short NaN -58.0 3.634347e+08 -38.0 Healthcare 645 APHA 10 -17.47 penny-cap Short NaN -54.0 3.048018e+08 -36.0 Healthcare 627 FSR 18 -18.94 penny-cap Short NaN -42.0 2.743516e+08 -35.0 Consumer Cyclical 600 NOVA 10 -15.42 penny-cap Short NaN -10.0 1.775950e+08 -54.0 Technology 845 SI 6 5.58 penny-cap Short NaN -24.0 1.753031e+08 -21.0 Financial Services 992 SNDL 13 -15.96 penny-cap Short NaN -56.0 1.377718e+08 -37.0 Healthcare 622 TREE 8 -2.45 penny-cap Short NaN -8.0 1.149783e+08 -56.0 Financial Services 812 NNDM 13 -18.29 penny-cap Short NaN -62.0 9.994921e+07 -53.0 Technology 575 WKHS 6 1.22 penny-cap Short NaN -6.0 9.438701e+07 -59.0 Consumer Cyclical 790 TIGR 8 1.28 penny-cap Short NaN -8.0 7.526073e+07 -38.0 Financial Services 576 SHAK 12 -24.30 penny-cap Short NaN -57.0 7.455951e+07 -28.0 Consumer Cyclical 624 MGNI 10 -29.86 penny-cap Short NaN -56.0 7.395570e+07 -38.0 Communication Services 569 NARI 6 -8.57 penny-cap Short NaN -10.0 5.434656e+07 -10.0 Healthcare 853 REAL 7 -41.14 penny-cap Short NaN -7.0 4.806063e+07 -12.0 Consumer Cyclical 647 AHCO 24 -16.83 penny-cap Short NaN -25.0 4.688788e+07 -25.0 Healthcare 554 ALLO 12 -7.35 penny-cap Short NaN -13.0 4.199707e+07 -14.0 Healthcare 609 STMP 8 -7.63 penny-cap Short NaN -8.0 4.028350e+07 -60.0 Technology 702 FLGT 13 -10.49 penny-cap Short NaN -59.0 3.949470e+07 -38.0 Healthcare 662 EGHT 11 -28.27 penny-cap Short NaN -11.0 3.942857e+07 -13.0 Technology 589 HASI 10 -3.60 penny-cap Short NaN -10.0 3.917619e+07 -62.0 Real Estate 708 CSIQ 12 -12.66 penny-cap Short NaN -12.0 3.854852e+07 -53.0 Technology 670 DNMR 15 -39.19 penny-cap Short NaN -60.0 3.847076e+07 -38.0 Basic Materials 628 PD 9 -12.28 penny-cap Short NaN -9.0 3.725310e+07 -53.0 Technology 859 CLNE 13 -32.05 penny-cap Short NaN -58.0 3.695327e+07 -31.0 Energy 842 PUBM 8 -16.21 penny-cap Short NaN -50.0 3.692242e+07 -23.0 Technology 654 INSM 9 -13.10 penny-cap Short NaN -9.0 3.629862e+07 -45.0 Healthcare 758 JKS 6 0.79 penny-cap Short NaN -6.0 3.590118e+07 -75.0 Technology 719 NNOX 30 -66.81 penny-cap Short NaN -64.0 3.499221e+07 -60.0 Healthcare 595 EH 13 -27.57 penny-cap Short NaN -62.0 3.490326e+07 -52.0 Industrials 738 TWOU 8 -8.50 penny-cap Short NaN -8.0 3.463395e+07 -46.0 Consumer Defensive 819 AMRS 8 10.62 penny-cap Short NaN -36.0 3.431439e+07 -23.0 Basic Materials 644 EDIT 6 5.99 penny-cap Short NaN -6.0 3.403817e+07 -67.0 Healthcare 580 EVBG 10 -6.67 penny-cap Short NaN -10.0 3.243818e+07 -51.0 Technology 698 CDLX 8 -10.47 penny-cap Short NaN -8.0 3.152904e+07 -13.0 Communication Services 562 WK 11 -0.72 penny-cap Short NaN -11.0 3.029648e+07 -42.0 Technology 683 VCYT 14 -34.01 penny-cap Short NaN -22.0 3.016765e+07 -44.0 Healthcare 823 RMO 6 3.66 penny-cap Short NaN -6.0 2.973285e+07 -108.0 Consumer Cyclical 634 CCXI 10 -63.71 penny-cap Short NaN -10.0 2.957829e+07 -52.0 Healthcare 798 SSYS 11 -4.50 penny-cap Short NaN -11.0 2.904763e+07 -52.0 Technology 687 EQC 8 -0.83 penny-cap Short NaN -9.0 2.882316e+07 -9.0 Real Estate 692 IRBT 13 -12.99 penny-cap Short NaN -58.0 2.834589e+07 -47.0 Technology 666 AMBA 12 -9.48 penny-cap Short NaN -57.0 2.827012e+07 -39.0 Technology 1042 DMTK 13 -15.06 penny-cap Short NaN -52.0 2.819925e+07 -36.0 Healthcare 784 MAXR 10 4.54 penny-cap Short NaN -10.0 2.735340e+07 -44.0 Technology 637 AJRD 15 -0.80 penny-cap Short NaN -81.0 2.726307e+07 -52.0 Industrials 846 AVNS 12 -7.72 penny-cap Short NaN -12.0 2.598218e+07 -42.0 Healthcare 712 MOMO 10 -1.99 penny-cap Short NaN -10.0 2.542667e+07 -40.0 Communication Services 828 LAC 11 -2.24 penny-cap Short NaN -11.0 2.473034e+07 -53.0 Basic Materials 565 SAGE 8 1.27 penny-cap Short NaN -8.0 2.369075e+07 -10.0 Healthcare 852 AMCX 9 5.46 penny-cap Short NaN -39.0 2.365934e+07 -35.0 Communication Services 749 RVMD 14 -6.28 penny-cap Short NaN -38.0 2.262370e+07 -29.0 Healthcare 640 SRNE 7 -7.40 penny-cap Short NaN -7.0 2.223090e+07 -47.0 Healthcare 850 EAR 8 -21.21 penny-cap Short NaN -8.0 2.176221e+07 -42.0 Healthcare 684 NIU 9 -14.27 penny-cap Short NaN -9.0 2.155646e+07 -39.0 Consumer Cyclical 732 GBT 9 -8.99 penny-cap Short NaN -9.0 2.114371e+07 -57.0 Healthcare 605 CRNC 8 -6.08 penny-cap Short NaN -8.0 2.081900e+07 -44.0 Technology 626 AEIS 6 9.22 penny-cap Short NaN -12.0 2.062243e+07 -10.0 Industrials 834 TPIC 9 -9.88 penny-cap Short NaN -9.0 1.968468e+07 -56.0 Industrials 614 ENV 7 -3.20 penny-cap Short NaN -8.0 1.919460e+07 -11.0 Technology 582 CLDR 6 2.05 penny-cap Short NaN -6.0 1.918938e+07 -47.0 Technology 607 LPSN 10 1.57 penny-cap Short NaN -10.0 1.918352e+07 -53.0 Technology 707 BLKB 9 5.50 penny-cap Short NaN -57.0 1.854344e+07 -13.0 Technology 572 ALRM 10 -7.19 penny-cap Short NaN -10.0 1.848751e+07 -14.0 Technology 592 ARNA 9 -5.31 penny-cap Short NaN -9.0 1.824417e+07 -42.0 Healthcare 643 MRCY 7 -2.97 penny-cap Short NaN -10.0 1.773541e+07 -9.0 Industrials 623 KRNT 13 -9.63 penny-cap Short NaN -21.0 1.754602e+07 -26.0 Industrials 752 PHR 10 -8.84 penny-cap Short NaN -10.0 1.735529e+07 -45.0 Healthcare 650 PTCT 43 -36.76 penny-cap Short NaN -82.0 1.681420e+07 -68.0 Healthcare 678 SEER 10 -28.35 penny-cap Short NaN -10.0 1.670472e+07 -112.0 Healthcare 635 LOPE 6 0.09 penny-cap Short NaN -34.0 1.669115e+07 -8.0 Consumer Defensive 636 GKOS 6 -3.48 penny-cap Short NaN -7.0 1.644330e+07 -8.0 Healthcare 728 BZUN 13 -9.70 penny-cap Short NaN -54.0 1.591878e+07 -39.0 Consumer Cyclical 563 SMTC 11 -7.92 penny-cap Short NaN -11.0 1.572549e+07 -15.0 Technology 1004 GNOG 10 -16.46 penny-cap Short NaN -10.0 1.556858e+07 -109.0 Consumer Cyclical 606 DOYU 13 -18.23 penny-cap Short NaN -53.0 1.555587e+07 -39.0 Communication Services 742 VNE 14 -3.08 penny-cap Short NaN -14.0 1.477554e+07 -30.0 Consumer Cyclical 617 MTSI 13 -12.17 penny-cap Short NaN -13.0 1.470342e+07 -15.0 Technology 727 AMRN 30 -37.19 penny-cap Short NaN -60.0 1.431044e+07 -42.0 Healthcare 966 MASS 6 -23.41 penny-cap Short NaN -6.0 1.421288e+07 -102.0 Healthcare 710 FORM 12 -13.32 penny-cap Short NaN -14.0 1.408546e+07 -13.0 Technology 757 LGND 14 -14.98 penny-cap Short NaN -62.0 1.400227e+07 -39.0 Healthcare 837 EPAY 9 -2.04 penny-cap Short NaN -9.0 1.349637e+07 -10.0 Technology 904 DEA 6 -3.17 penny-cap Short NaN -6.0 1.326174e+07 -57.0 Real Estate 876 LUNG 6 -2.69 penny-cap Short NaN -6.0 1.326000e+07 -44.0 Healthcare 673 CRON 13 -10.44 penny-cap Short NaN -59.0 1.316637e+07 -40.0 Healthcare 652 DIOD 8 -1.83 penny-cap Short NaN -37.0 1.314950e+07 -13.0 Technology 577 FTDR 10 -1.56 penny-cap Short NaN -18.0 1.228528e+07 -18.0 Consumer Cyclical 858 YEXT 11 -7.35 penny-cap Short NaN -11.0 1.214669e+07 -52.0 Technology 912 ACMR 13 -20.83 penny-cap Short NaN -56.0 1.194922e+07 -38.0 Technology 918 CSTL 9 -9.01 penny-cap Short NaN -9.0 1.175627e+07 -51.0 Healthcare 954 PAYA 21 -15.58 penny-cap Short NaN -42.0 1.151006e+07 -62.0 Technology 639 RSI 13 -13.81 penny-cap Short NaN -40.0 1.148035e+07 -41.0 Consumer Cyclical 841 QTRX 10 -12.69 penny-cap Short NaN -10.0 1.122620e+07 -50.0 Healthcare 1030 EOSE 32 -37.93 penny-cap Short NaN -79.0 1.089646e+07 -58.0 Industrials 998 VERI 11 -25.06 penny-cap Short NaN -11.0 1.084788e+07 -51.0 Technology 917 CSII 6 7.95 penny-cap Short NaN -6.0 1.070870e+07 -52.0 Healthcare 638 OPK 14 -13.19 penny-cap Short NaN -60.0 1.032437e+07 -48.0 Healthcare 1032 FDMT 8 -21.50 penny-cap Short NaN -8.0 1.024789e+07 -42.0 Healthcare 1015 ICPT 9 -8.60 penny-cap Short NaN -9.0 1.001125e+07 -60.0 Healthcare 961 UPLD 8 -2.80 penny-cap Short NaN -9.0 9.710431e+06 -10.0 Technology 943 LTC 7 -2.98 penny-cap Short NaN -39.0 9.593505e+06 -11.0 Real Estate 794 DCPH 9 -6.48 penny-cap Short NaN -9.0 9.591555e+06 -11.0 Healthcare 883 ARCT 6 0.36 penny-cap Short NaN -6.0 9.169180e+06 -68.0 Healthcare 905 ADUS 9 1.90 penny-cap Short NaN -10.0 9.122699e+06 -13.0 Healthcare 896 PBI 12 6.91 penny-cap Short NaN -12.0 9.100405e+06 -13.0 Industrials 1009 FTOC 9 -2.58 penny-cap Short NaN -60.0 8.760671e+06 -44.0 Financial Services 803 INDB 6 0.89 penny-cap Short NaN -40.0 8.531771e+06 -23.0 Financial Services 778 PLMR 6 -1.01 penny-cap Short NaN -6.0 8.470829e+06 -53.0 Financial Services 947 ATSG 8 -0.36 penny-cap Short NaN -26.0 8.457282e+06 -19.0 Industrials 1002 PI 6 -0.43 penny-cap Short NaN -57.0 8.442257e+06 -36.0 Technology 699 CORT 10 -3.39 penny-cap Short NaN -10.0 8.379274e+06 -54.0 Healthcare 843 SITM 11 -6.70 penny-cap Short NaN -11.0 8.120239e+06 -57.0 Technology 1000 BLFS 8 0.84 penny-cap Short NaN -10.0 7.831214e+06 -38.0 Healthcare 587 RLAY 9 0.45 penny-cap Short NaN -9.0 7.623556e+06 -70.0 Healthcare 839 STRA 13 -1.28 penny-cap Short NaN -24.0 7.489697e+06 -21.0 Consumer Defensive 991 CEVA 12 -23.21 penny-cap Short NaN -56.0 7.467371e+06 -39.0 Technology 878 SGMO 9 4.99 penny-cap Short NaN -9.0 7.466467e+06 -67.0 Healthcare 836 RMBS 12 -1.26 penny-cap Short NaN -22.0 7.337618e+06 -21.0 Technology 697 TSEM 12 -7.84 penny-cap Short NaN -21.0 7.256331e+06 -39.0 Technology 930 ICLK 6 3.78 penny-cap Short NaN -6.0 7.135304e+06 -39.0 Communication Services 642 DAO 9 -5.78 penny-cap Short NaN -9.0 7.118423e+06 -42.0 Communication Services 831 TTGT 6 1.48 penny-cap Short NaN -9.0 7.007695e+06 -39.0 Communication Services 1003 FARO 12 -3.45 penny-cap Short NaN -41.0 6.971916e+06 -13.0 Technology 594 JAMF 9 -12.67 penny-cap Short NaN -11.0 6.924489e+06 -11.0 Technology 729 MMYT 9 -0.73 penny-cap Short NaN -38.0 6.909588e+06 -29.0 Consumer Cyclical 667 MTLS 8 -10.06 penny-cap Short NaN -8.0 6.904513e+06 -59.0 Technology 1018 ADVM 13 -6.43 penny-cap Short NaN -13.0 6.899899e+06 -54.0 Healthcare 653 VICR 6 -2.27 penny-cap Short NaN -6.0 6.885129e+06 -42.0 Technology 950 CDXS 8 -7.86 penny-cap Short NaN -11.0 6.667152e+06 -13.0 Healthcare 985 JRVR 8 -1.00 penny-cap Short NaN -15.0 6.643816e+06 -20.0 Financial Services 937 PNTG 14 -25.31 penny-cap Short NaN -85.0 6.116593e+06 -60.0 Healthcare 822 BTRS 8 -18.72 penny-cap Short NaN -8.0 6.109248e+06 -37.0 Technology 941 SLP 10 -10.90 penny-cap Short NaN -10.0 5.971979e+06 -44.0 Healthcare 857 ADCT 6 -4.66 penny-cap Short NaN -6.0 5.830396e+06 -77.0 Healthcare 672 OPCH 9 -6.46 penny-cap Short NaN -9.0 5.820633e+06 -15.0 Healthcare 990 MAXN 38 -55.85 penny-cap Short NaN -62.0 5.767844e+06 -43.0 Technology 898 AZRE 12 -15.22 penny-cap Short NaN -12.0 5.715122e+06 -64.0 Utilities 968 VCRA 12 -9.81 penny-cap Short NaN -12.0 5.664131e+06 -46.0 Technology 955 BCAB 6 -0.25 penny-cap Short NaN -35.0 5.607248e+06 -28.0 Healthcare 1053 DHC 10 -17.82 penny-cap Short NaN -38.0 5.516663e+06 -20.0 Real Estate 979 SOL 10 -15.33 penny-cap Short NaN -10.0 5.506150e+06 -54.0 Technology 1063 VITL 8 -5.35 penny-cap Short NaN -8.0 5.469740e+06 -41.0 Consumer Defensive 970 NRIX 7 -3.92 penny-cap Short NaN -7.0 5.456923e+06 -42.0 Healthcare 893 PRO 11 -12.95 penny-cap Short NaN -11.0 5.452993e+06 -14.0 Technology 975 MRSN 8 -5.23 penny-cap Short NaN -8.0 5.416573e+06 -137.0 Healthcare 864 KURA 10 -2.19 penny-cap Short NaN -10.0 5.289600e+06 -137.0 Healthcare 881 SRRK 10 -3.97 penny-cap Short NaN -38.0 5.083316e+06 -38.0 Healthcare 1005 LASR 13 -9.54 penny-cap Short NaN -53.0 4.850139e+06 -39.0 Technology 788 XNCR 8 0.21 penny-cap Short NaN -8.0 4.727913e+06 -42.0 Healthcare 1035 TPGY 7 -9.08 penny-cap Short NaN -7.0 4.719987e+06 -53.0 Financial Services 1061 SRG 10 -5.09 penny-cap Short NaN -40.0 4.549170e+06 -27.0 Real Estate 1028 ATRI 14 -4.88 penny-cap Short NaN -14.0 4.419806e+06 -18.0 Healthcare 835 BCAT 6 1.21 penny-cap Short NaN -6.0 4.346198e+06 -64.0 unknown 1050 AKRO 8 5.48 penny-cap Short NaN -8.0 4.249536e+06 -12.0 Healthcare 1051 WPRT 10 -16.09 penny-cap Short NaN -58.0 3.983601e+06 -39.0 Consumer Cyclical 949 SBTX 15 -19.22 penny-cap Short NaN -38.0 3.907802e+06 -35.0 Healthcare 965 IMGN 9 -10.80 penny-cap Short NaN -52.0 3.519576e+06 -35.0 Healthcare 1044 MORF 9 -2.89 penny-cap Short NaN -36.0 3.492414e+06 -25.0 Healthcare 920 PGEN 9 2.37 penny-cap Short NaN -9.0 3.484020e+06 -44.0 Healthcare 960 LX 8 -0.17 penny-cap Short NaN -40.0 3.266492e+06 -35.0 Financial Services 1029 RMAX 20 -0.12 penny-cap Short NaN -42.0 3.230631e+06 -25.0 Real Estate 997 EVER 12 -13.56 penny-cap Short NaN -53.0 3.086486e+06 -46.0 Communication Services 987 KRYS 6 1.98 penny-cap Short NaN -10.0 3.031455e+06 -11.0 Healthcare 958 KNTE 21 -16.51 penny-cap Short NaN -39.0 2.903716e+06 -113.0 Healthcare 591 HCM 9 1.41 penny-cap Short NaN -9.0 2.796204e+06 -60.0 Healthcare 1034 QNST 9 -10.78 penny-cap Short NaN -9.0 2.785742e+06 -41.0 Communication Services 969 KNSA 10 -11.44 penny-cap Short NaN -43.0 2.749572e+06 -40.0 Healthcare 1043 PHAT 10 -6.81 penny-cap Short NaN -10.0 2.676458e+06 -35.0 Healthcare 993 KROS 6 3.24 penny-cap Short NaN -9.0 2.514328e+06 -12.0 Healthcare 1026 LXRX 14 -17.80 penny-cap Short NaN -64.0 2.461395e+06 -39.0 Healthcare 848 GTH 10 -4.79 penny-cap Short NaN -58.0 2.142781e+06 -39.0 Healthcare 911 SPNS 9 -9.21 penny-cap Short NaN -10.0 1.833970e+06 -10.0 Technology 821 CANG 31 -41.10 penny-cap Short NaN -61.0 1.768400e+06 -46.0 Communication Services 1045 RBBN 15 -14.70 penny-cap Short NaN -56.0 1.584152e+06 -39.0 Communication Services 1012 CLLS 9 -7.35 penny-cap Short NaN -9.0 1.529654e+06 -63.0 Healthcare 1033 MESO 15 -2.01 penny-cap Short NaN -15.0 8.136073e+05 -137.0 Healthcare 660 MOR 6 3.43 penny-cap Short NaN -6.0 3.646634e+05 -62.0 Healthcare 948 HLG 39 -21.08 penny-cap Short NaN -39.0 3.280866e+05 -137.0 Consumer Defensive 847 GB 8 2.33 penny-cap Short NaN -26.0 8.589474e+04 -64.0 Technology 963 MSC 12 3.78 penny-cap Short NaN -46.0 3.398400e+03 -137.0 Consumer Cyclical Mean Return: -9.399060773480663 Mean Day/Week: 10.900552486187845 Accuracy:0.8066298342541437 ************************************** ************************************** ************************************** Error: ['AMAT2 Error: Expecting value: line 1 column 1 (char 0)']
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bigyack-com · 4 years
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IHG Signs First voco Hotel in New Zealand
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IHG has signed a franchise agreement with Pro-invest that will see the first voco hotel in New Zealand open in Auckland in 2021. Located in the very heart of Auckland’s city centre, on the corner of Albert and Wyndham Street, the property will be dual-branded, as the 200-room voco Auckland City Centre will share the site with the 294-room Holiday Inn Express Auckland City Centre. The two hotels will have separate branding and guest entrances, but will share facilities.
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Ronald Barrott, CEO of Pro-invest, said, “We are extremely excited to have the honour of opening New Zealand’s first voco. Such an iconic address demands a great brand, and when IHG first launched voco in 2018, its sustainability focus really struck a chord with me and I realised that it was a perfect fit for us. I’m so excited to add voco to our portfolio of hotels, complementing our growing estate of Holiday Inn Express hotels in New Zealand and Australia, in partnership with IHG.” The signing of voco Auckland City Centre continues the rapid growth of the brand since it launched in June 2018, complementing voco hotels in Australia’s Gold Coast, Yarra Valley, Hunter Valley, Melbourne and Sydney. IHG currently has 51 hotels operating under four brands in Australasia, including: InterContinental, Crowne Plaza, Holiday Inn, voco and Holiday Inn Express, with another 35 in the pipeline, including Hotel Indigo. See latest Travel News, Interviews, Podcasts and other news regarding: IHG, voco, Auckland, New Zealand. Headlines: Kuala Lumpur Int. Airport Trials Single Token Journey Technology  Air Canada Suspends All Flights to Beijing and Shanghai  Korean Air Sets Up Emergency Response Team; Suspends Select China Flights  Mark Radford Joins Trenchard Aviation as VP Business Development  CWT Appoints R. 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2010-2020 BMW M6 Technical Service Bulletin # 000702 Date: 090201
2010-2020 BMW M6 Technical Service Bulletin # 000702 Date: 090201 Maintenance - Condition Based Service (CBS) Overview SI B 00 07 02 Maintenance and General Hints February 2009 Technical Service This Service Information bulletin supersedes SI B00 07 02 dated November 2007. [NEW] designates changes to this revision SUBJECT Condition Based Service MODEL [NEW] All models with Condition Based Service SITUATION This information is intended to provide a general system overview of Condition Based Service (CBS), which is an advanced development of the previous Service Interval Indicator systems. CBS measures, monitors and determines the required maintenance of several service items independently of each other. This technology prompts the customer to bring the vehicle in for service whenever one of the CBS items requires maintenance or replacement. CBS strikes a compromise between too frequent maintenance intervals and too rigid service intervals that call for the replacement of service items that may still have substantial remaining useful life. CBS also details the recommended, due, and overdue required maintenance during and after the BMW Vehicle Maintenance Program Agreement. [NEW] For details of CBS service items and maintenance intervals, refer to the vehicle and model year specific Service Information bulletins entitled "New Vehicle Preparation and Maintenance Requirements" located in Group 00 or the relevant Owner's Manual. SERVICE RECOGNITION 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 288 The vehicle recognizes when a service is required using the following three methods: A. Adaptive, using sensor technology and algorithms to determine the required maintenance of a service item depending upon the individual customer driving style. For example: ^ Oil change is determined from the engine oil condition sensor which monitors the oil condition, oil level, and oil temperature, and from additional algorithms using these parameters: engine load, fuel consumption, time and distance since the last oil change. ^ [NEW] Microfilter replacement (dependent on vehicle model and CBS version). ^ Replacements of front and rear brake pads are determined from 2-stage brake lining wear sensors located on the left front and right rear brake pads, and from residual wear algorithms using these input parameters: travel distance, wheel speed, braking pressure, braking time, and braking frequency. B. Fixed Time (months) to determine the required maintenance of a service item. For example: ^ Brake Fluid and Engine Coolant changes. ^ State Safety and Emissions Inspections. C. Fixed Distance (miles) to determine the required maintenance of a service item. For example: ^ Vehicle Check. ^ [NEW] Spark plug replacement (dependent on vehicle model and CBS version) ^ [NEW] State Safety and Emissions inspections D. [NEW] Connected to Oil Service, based on which oil service being performed. For example: ^ Spark plug replacement (dependent on vehicle model and CBS version) ^ Air filter ^ Automatic transmission fluid ^ Microfilter replacement (dependent on vehicle model and CBS version) [NEW] SERVICE INDICATION (EXCEPT E65 AND E66) The service indicators are displayed in two possible locations inside the vehicle: 1. Instrument Cluster The Instrument Cluster CBS display uses two separate displays: ^ A colored symbol in the center upper display: ^ Orange for normal ^ Yellow for service due ^ Red for service overdue ^ The remaining distance display is in the center lower display. 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 289 The illustration shows the CBS Display in the Instrument Cluster. (1) The CBS symbol in center upper display (2) The remaining distance display in the center lower display (3) The Next Service Due date information in the center lower display 2. Central Information Display (CID) For vehicles with a CID, the CID can display all information on the individual service operations. The CBS functions are stored in the "Settings" menu item and can be used exclusively for individual user settings. Press the controller down in the main menu and the "Settings" menu will appear. Turn the controller until "Service" is highlighted, then press to activate the CBS menu. The CBS menu window will appear and is divided into the following control and display fields: ^ Status bar ^ First menu bar ^ Second menu bar ^ Display field for CBS symbol ^ Display field for service operation. [NEW] 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 290 For vehicles with a CIC (Car Information Computer): from the start screen, select Vehicle Info / Vehicle status / Service required. [NEW] The Service required screen displays all the maintenance items and their current status. [NEW] PROCEDURE TO VIEW OR RESET SERVICE ITEMS IN THE INSTRUMENT CLUSTER (EXCEPT THE E65 AND E66) 1. Turn ignition to Terminal 15. 2. Press and hold the Instrument Cluster Set/Reset button for 10 seconds. 3. The upper display in the Instrument Cluster will be illuminated with a Service Item (example: An oil can is the designation for Oil Service). The lower display in the Instrument Cluster will indicate the remaining time or mileage left for that Service Item (example: 14000). Pressing the button repeatedly will allow the display to scroll through all of the Condition Based Service Items. 4. Press and hold the Instrument Cluster Set/Reset button again and the lower display screen will indicate "OK" or "DUE". 5. Pressing the Instrument Cluster Set/Reset button again will allow the "RESET" to appear in the lower window for that service. Releasing and reapplying the button one more time will reset the service displayed in the upper window only. Repeat the procedure for any additional service reset needs. Note: The CBS service items for both State Vehicle Safety Inspection and State Emissions Inspection cannot be viewed in the Instrument Cluster. These State Inspections can be viewed on the CBS Menu in the Control Display or by DISplus / GT1. [NEW] PROCEDURE TO RESET THE CBS DISPLAY BMW GROUP DIAGNOSTIC SYSTEM (EXCEPT THE E65 AND E66) Using the [NEW] BMW diagnostic system, the CBS Reset sets the selected service item to 100% (full service interval) and displays a service counter indicating how many times the service item has been reset. The CBS reset procedure is found under: Diagnosis - Function Selection - Service Functions - Maintenance - CBS Reset - Test Plan. Then highlight the listed procedure and press the bottom right corner green arrow to the right. Note: The original value of the individual CBS service item will be deleted during the reset procedure. The next screen offers 3 selection menus: The next screen offers 4 selection menus: 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 291 E65 AND E65 SERVICE INDICATION The service indicators can be displayed in three different locations inside the vehicle: A. The Service Need Display (SBA) , located in the Instrument Cluster under the Speedometer, is the evolution of the SIA4 Service Interval Display. When the ignition (KL15 Terminal) is on, the SBA appears briefly. The first line specifies the mileage range before the next service is due. The second line, displayed by a clock symbol, specifies the time range before the next service is due. If service is overdue, a minus sign ("-") will appear with the overdue mileage or time. For example: The next mileage-dependent service item is due in 350 miles and the next time-dependent service item is due in 14 months. B. The Check Control Display located in the Instrument Cluster under the tachometer. 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 292 For example: If either the front or rear brake linings are worn, the following is displayed: ^ "Service, see Vehicle menu" is displayed in the Check Control Display. For more detailed information, the user can access the CBS Menu in the Control Display. ^ The general brake warning lamp and the variable control lamp illuminate in the Instrument Cluster. ^ The variable control lamp shows the symbol of a car on a lifting platform in the bottom center of the Instrument Cluster. C. The CBS Menu in the Control Display provides additional information on any required service. The CBS Menu can be accessed by doing the following: ^ Select the "Car Data" menu using the controller. ^ After releasing the controller or returning to the central position, the "On-board Data" menu appears. ^ Turn the controller until the Vehicle Symbol (bottom left) is highlighted. ^ Confirm the selection by pressing the controller. 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 293 ^ Turn the controller until Service (top left) is highlighted. ^ Confirm the selection by pressing the controller. ^ The CBS menu appears with the service items. The service items are displayed in three different colors: 1. Green - No service is currently required. 2. Yellow - Service deadline is approaching (please see the above table: "Yellow" Interval Before Service Is Due). 3. Red - Service deadline has already passed (overdue). To display the information of a service item, turn the controller to select the item and confirm the selection by pressing the controller. E65 AND E66 PROCEDURE TO RESET THE CBS DISPLAY USING THE INSTRUMENT CLUSTER The CBS Reset procedure enables resetting of the individual service item. After a service has been performed, the service item must be reset to 100% (full service interval). To reset a service item: 1. Insert the Remote Control into the Ignition Lock. 2. Press the Start/Stop Button once (KL 15 is "ON") with foot off the Brake Pedal. 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 294 3. Press and hold the Reset Button located on the upper left side of the Instrument Cluster for about 5 seconds. 4. Release the Reset Button when a 4-line menu appears inside the Speedodometer display. At the top line is the "Back" function, followed by the first 3 service items. The menu will list the service items sorted by priority of the service due. Note: If the Reset Button is held too long and not released when the above 4-line menu appears, the system will go into Instrument Cluster Test Functions: 01 Identification 02 System test 03 Not used 04 Consumption To exit Test Functions, remove the Remote Control from the Ignition Lock and repeat steps 1 through 4 above. 5. Tap the Reset Button or the lower FAS Button located in the side of the Turn Signal/High Beam Stalk to view the next service items in the menu. 6. Select the Service Item with "!" or "-" by tapping the Reset Button or the lower FAS Button. 7. Press and hold the Reset Button for a few seconds to display a 2-line menu in the Tachometer. The third menu line will appear to confirm if the reset is successful. The nominal interval for the service item will also be highlighted in the Service Need Display (SBA), located under the Speedometer in the Instrument Cluster. [NEW] E65 AND E66 PROCEDURE TO RESET THE CBS DISPLAY USING BMW DIAGNOSTIC TESTER Using the [NEW] BMW diagnostic tester, the CBS Reset sets the selected service item to 100% (full service interval) and displays a service counter indicating how many times the service item has been reset. The CBS reset procedure is found under: Diagnosis - Function Selection - Service Functions - Maintenance - CBS Reset - Test Plan. Then highlight the listed procedure and press the bottom right corner green arrow to the right. The original value of the individual CBS service item will be deleted during the reset procedure. The first vital step of the reset procedure is to verify the DISplus or GT1 correct date and time: "Are the current date and time correct?" This is important for time and distance-based service items that are managed by the Instrument Cluster, because the internal vehicle trip odometer and vehicle data will be synchronized with the internal Tester data. Confirm by either pressing Yes or No (if required, correct date and time in Main Menu - Administration - DIS - Date/Time). Then select the bottom right corner green arrow to the right. 2010-2020 BMW M6 Coupe (E63) V10-5.0L (S85) Page 295 The next screen offers 3 selection menus shown above. The next screen offers 4 selection menus shown above. from Blogger https://ift.tt/2ASycKc
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Testosterone levelsån Penger På Dagen Til Forbruk
Kan guy få innvilget smålån mediterranean sea betalingsanmerkninger?October 3, 2016October 3, 2016Glug43. Det emergency room mange forskjellige typer av smålån på markedet i dag, men med en fallende økonomi blir det vanskeligere og vanskeligere og få lån gjennom bank og andre selskaper. Hvis man ikke velger 2 avdragsfrie m smålån uten kredittsjekkåneder, fungerer lånet och et normalt lån mediterranean sea avdrag hver metersåned. Selskapet vil etter regler i finansieringsvirksomhetsloven behandle kredittopplysninger og andre personopplysninger i forbindelse mediterranean sea etablering og bruk av systemer for beregning av kapitalkrav for kredittrisiko. Søk om beløp som ikke er selvf?lgelig for høye i forhold til din økonomiske situasjon, da er det større sannsynlighet for at du får låne penger og Bank Norwegian gir deg uansett tilbud om å låne et høyere beløp om du kvalifiserer til det. Du kan selv velge nedbetalingstiden, males smålån uten kredittsjekk ikke mer enn 80 metersåneder. Vi beregner en geografisk posisjon ut i fra ip-adressen ved bruk av tjenestene våre, og n?r du bruker våre app-er kan mire også lagre mer nøyaktig posisjonsdata. Fordelen du har ved å sende resort en dånesøknad til en av de långiverene som vi formidler, er selvf?lgelig at du i alle fall får et svar. Månerenten gå boliglån avhenger av boligens verdi i forhold til hvor mye boligen emergency smålån 5000 room belånt. Den korteste nedbetalingstiden for et forbrukslån emergency room ett år, og den lengste er 15 år. Du cør tilpasse tilbakebetalingstid i forhold til hvor mye du kan betale per metersåned. Belåningsgrad vurderes ut ifra boligens beliggenhet og omsettlighet og kan sixth is være inntil 75 - 80 % av verdien. Move derfor på at du kan betale tilbake innen fristen som gjelder for det aktuelle månet. Nå, i tilfeller der ganger kan sixth smålån på dagen is være hardt du kan nå deg ved å kun betale ønske hver måned og bare øke nedbetaling nederst. Her er selvf?lgelig bankene for smålån utvilsomt best i klassen. denne lenken med smådån på dagen, guys impulsen til å dåne ikke! Mire har gjort det lett for det, nasiums i9000å kjapt kan finne det billigste nånet.Living room eneste misjonen scientif nettsiden til e-låin.no crisis room å tilby den smålån 5000 beste oversikten over seriøse långivere och tilbyr forbrukslån gå dagen du kan høke på nett. Trenger du et større lån eller ønsker å refinansiere smålån eller kredittkort, kan det tønne seg å s i9000øke om et forbrukslån hos Aconto. Du nør alltid beregne hvor mye du kan extra på for eksempel gebyrer (Santander har dån och er selvf?lgelig helt gebyrfrie), og se hvordan du ellers kommer ut med rentene. Husk at det emergency room både gratis og uforpliktende å søke om lån (helt til du aksepterer en låneavtale) og du bør derfor sammenligne ulike tilbud før du aksepterer et av dem. I disse tilfellene kommer bankene til deg mediterranean smålån 5000 sea tilbud, ofte i døpet av minutter eller timer, da også bankene konkurrerer om kundene. Smålån emergency room lån uten krav til sikkerhet og du kan bruke pengene til hva du vil, det er en privatsak. Noen ganger er det viktig å ta seg en pause i livet. Alle smålånene och emergency room inkludert på sammenligningstjenesten vår er usikrede lån. Du kan refinansiere gjeld g smålån 5000å to måter: med og uten sikkerhet. Om man søker, fål tilbud og godkjenner et SMSlån gå dagen innen ca kl 12 eller kl 13, kan tåntilbyder klare å betale ut månet samme dag. Ofte kan det derfor spares noen penger ved å senke sin levestandard og få sitt testosterone levelsån raskere ut av verden. Etableringsgebyr 350 kr, fakturagebyr 135 kr (45 back button 3), rentekostnader 1 294 L'EASY emergency room smålån 5000 mest kjent for salg og utleie av ting som hvitevarer og hjemmeelektronikk, men driver altså også med utlån av forbrukslån Merkevaren er kjent for mange, og muligheten til å ta opp forbrukslån og kjøpe noe du ønsker deg på samme sted er både effektiv og ryddig.
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