1 Data Prep

2 Super Quadrant Stocks

2.1 Full Super Quadrant Stocks

2.2 Full Super Quadrant Stocks - No Trend and Signal

2.2.1 3% Near The Line

2.2.2 Daily Change

2.2.3 Weekly Change

2.3 SQuadS : Consumer and Interest Rate Sector

2.3.1 Yesterday SQuadS : Consumer and Interest Rate Sector

2.3.2 Last Week SQuadS : Consumer and Interest Rate Sector

2.5 New Outperform Trend

2.6 Super Quadrant Stocks : No Facet

2.6.1 SQuadS : Consumer and Interest Rate Sector

2.7 SQuadS : Champion Quadrant & Uptrend

2.8 SQuadS : Outperform Trend (Spring)

2.9 SQuadS : Outperform Momentum (Sunrise)

2.10 SQuadS : Underperform Momentum (Sunset)

2.11 SQuadS : Underperform Trend (Autumn)

2.12 SQuadS : Champion Quadrant (Short Term Return Graphic)

2.13 SQuadS : Champion Quadrant (Medium Term Return Graphic)

2.14 Cluster Stocks in Champion Quadrant and Uptrend

2.14.1 Table

2.14.2 Table (cluster)

2.14.2.1 SQuadS : Champion Quadrant with Cluster (Short Term Return Graphic)

2.14.2.2 SQuadS : Champion Quadrant with Cluster (Medium Term Return Graphic)

3 General Cluster

3.1 1D, 5D, 20D & YTD Return

Table dan Grafik ini menggolongkan saham pada return 1, 5, 20 hari dan YTD (dari sejak awal tahun 2020).

3.1.1 Graph YTD - 5D

3.1.2 Graph YTD - 60D

3.1.3 Graph 60D - 20D

3.1.4 Graph 20D - 5D

3.1.5 Graph 1D - 5D

3.1.6 Table

4 Ch Turnover

5 Super Quadrant Stocks Yesterday

5.1 SQuadS : Consumer and Interest Rate Sector

5.3 SQuadS : Champion Quadrant & Uptrend

5.4 2 Days Comparison Champion Quadrant and Uptrend

5.5 2 Days Comparison Spring

5.6 2 Days Comparison Autumn

5.7 2 Days Comparison Sunrise

5.8 2 Days Comparison Sunset

5.9 Comparing Yesterdays

5.10 Yesterdays

5.11 Comparing Certain Stocks

5.12 Yesterday SQuadS : Outperform Trend (Spring)

5.13 Yesterday SQuadS : Outperform Momentum (Sunrise)

5.14 Yesterday SQuadS : Underperform Momentum (Sunset)

5.15 Yesterday SQuadS : Underperform Trend (Autumn)

5.16 Last Week SQuadS : Outperform Trend (Spring)

5.17 Last Week SQuadS : Outperform Momentum (Sunrise)

5.18 Last Week SQuadS : Underperform Momentum (Sunset)

5.19 Last Week SQuadS : Underperform Trend (Autumn)

6 Timetk

stock <- "TLKM"
stocks <- c("TLKM", "ISAT", "EXCL")

6.1 Plot Time Series

TPT.IDX %>% 
  filter(Ticker %in% stocks) %>%
  arrange(DateTime) %>% 
  filter_by_time(.start_date = "2022-10-03") %>%
  group_by(Ticker) %>% 
  plot_time_series(DateTime, Close, Ticker, .smooth = F)
## .date_var is missing. Using: DateTime

6.2 Seasonality

TPT.IDX %>% 
  # filter(Ticker == "TLKM") %>% 
  filter(Ticker %in% stock) %>% 
  arrange(DateTime) %>% 
  plot_seasonal_diagnostics(DateTime, Ch1D)

6.3 Seasonal Decomposition

TPT.IDX %>% 
  # filter(Ticker == "TLKM") %>% 
  filter(Ticker %in% stock) %>% 
  arrange(DateTime) %>% 
  plot_stl_diagnostics(DateTime, Ch1D, .feature_set = c("observed", "trend", "season",  "remainder"))
## frequency = 5 observations per 1 week
## trend = 65 observations per 3 months

7 Graphic Stocks

7.1 Stocks with High Turnover (IDX Sector)

7.2 Stocks with High Turnover and Buy Signs

7.3 Stocks with Positive Change of Turnover

7.4 Stocks with Positive Change of Turnover (Trend)

7.5 Stocks with Trend and Momentum (Best Area only)

8 Versus IDX

9 Report Flow

9.1 SQuadS : Consumer and Interest Rate Sector

9.1.1 SQuadS : Consumer and Interest Rate Sector

9.3 SQuadS : Champion Quadrant & Uptrend

9.4 SQuadS : Outperform Trend (Spring)

9.5 SQuadS : Outperform Momentum (Sunrise)

9.6 3% Near The Line