Analysis Reports

multi_sensor_data analysis report

Dataset: Unknown

Run: 5/11/2026, 4:50:40 PM

# Analysis summary: multi_sensor_data - Input tidy file: `/home/lz/tg-ai/docs/cleaned/multi_sensor_data.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/multi_sensor_data.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/plots` - Records: 5166 - Stations: 6 - Parameters: 14 - Rolling mean window: 3 - Rolling slope window: 5 - Minimum trend points: 5 - Plots generated: 286

Plots (127)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å %do time series trend Borstbäcken %do time series trend Gårdstånga %do time series trend Klinga %do time series trend Torpsbäcken %do time series trend Vombsjön outlet %do rolling slope Björk å %do rolling slope Borstbäcken %do rolling slope Gårdstånga %do rolling slope Klinga %do rolling slope Torpsbäcken %do rolling slope Vombsjön outlet %do theilsen trend Björk å %do theilsen trend Borstbäcken %do theilsen trend Gårdstånga %do theilsen trend Klinga %do theilsen trend Torpsbäcken %do theilsen trend Vombsjön outlet %do station correlation %do time series trend Björk å ph time series trend Borstbäcken ph time series trend Gårdstånga ph time series trend Klinga ph time series trend Torpsbäcken ph time series trend Vombsjön outlet ph rolling slope Björk å ph rolling slope Borstbäcken ph rolling slope Gårdstånga ph rolling slope Klinga ph rolling slope Torpsbäcken ph rolling slope Vombsjön outlet ph theilsen trend Björk å ph theilsen trend Borstbäcken ph theilsen trend Gårdstånga ph theilsen trend Klinga ph theilsen trend Torpsbäcken ph theilsen trend Vombsjön outlet ph station correlation ph time series trend Björk å psi time series trend Borstbäcken psi time series trend Gårdstånga psi time series trend Klinga psi time series trend Torpsbäcken psi time series trend Vombsjön outlet psi rolling slope Björk å psi rolling slope Borstbäcken psi rolling slope Gårdstånga psi rolling slope Klinga psi rolling slope Torpsbäcken psi rolling slope Vombsjön outlet psi theilsen trend Björk å psi theilsen trend Borstbäcken psi theilsen trend Gårdstånga psi theilsen trend Klinga psi theilsen trend Torpsbäcken psi theilsen trend Vombsjön outlet psi station correlation psi time series trend Björk å psu time series trend Borstbäcken psu time series trend Gårdstånga psu time series trend Klinga psu time series trend Torpsbäcken psu time series trend Vombsjön outlet psu rolling slope Björk å psu rolling slope Borstbäcken psu rolling slope Gårdstånga psu rolling slope Klinga psu rolling slope Torpsbäcken psu rolling slope Vombsjön outlet psu theilsen trend Björk å psu theilsen trend Borstbäcken psu theilsen trend Gårdstånga psu theilsen trend Klinga psu theilsen trend Torpsbäcken psu theilsen trend Vombsjön outlet psu station correlation psu time series trend Björk å µs cmᴬ time series trend Borstbäcken µs cmᴬ time series trend Gårdstånga µs cmᴬ time series trend Klinga µs cmᴬ time series trend Torpsbäcken µs cmᴬ time series trend Vombsjön outlet µs cmᴬ rolling slope Björk å µs cmᴬ rolling slope Borstbäcken µs cmᴬ rolling slope Gårdstånga µs cmᴬ rolling slope Klinga µs cmᴬ rolling slope Torpsbäcken µs cmᴬ rolling slope Vombsjön outlet µs cmᴬ theilsen trend Björk å µs cmᴬ theilsen trend Borstbäcken µs cmᴬ theilsen trend Gårdstånga µs cmᴬ theilsen trend Klinga µs cmᴬ theilsen trend Torpsbäcken µs cmᴬ theilsen trend Vombsjön outlet µs cmᴬ station correlation µs cmᴬ time series trend Björk å ω cm time series trend Borstbäcken ω cm time series trend Gårdstånga ω cm time series trend Klinga ω cm time series trend Torpsbäcken ω cm time series trend Vombsjön outlet ω cm rolling slope Björk å ω cm rolling slope Borstbäcken ω cm rolling slope Gårdstånga ω cm rolling slope Klinga ω cm rolling slope Torpsbäcken ω cm rolling slope Vombsjön outlet ω cm theilsen trend Björk å ω cm theilsen trend Borstbäcken ω cm theilsen trend Gårdstånga ω cm theilsen trend Klinga ω cm theilsen trend Torpsbäcken ω cm theilsen trend Vombsjön outlet ω cm station correlation ω cm correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/11/2026, 4:49:08 PM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (165)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p theilsen trend Borstbäcken po4-p theilsen trend Gårdstånga po4-p theilsen trend Klinga po4-p theilsen trend Torpsbäcken po4-p theilsen trend Vombsjön Outlet po4-p station correlation po4-p time series trend Björk å ca mg l time series trend Borstbäcken ca mg l time series trend Gårdstånga ca mg l time series trend Klinga ca mg l time series trend Torpsbäcken ca mg l time series trend Vombsjön Outlet ca mg l rolling slope Björk å ca mg l rolling slope Borstbäcken ca mg l rolling slope Gårdstånga ca mg l rolling slope Klinga ca mg l rolling slope Torpsbäcken ca mg l rolling slope Vombsjön Outlet ca mg l theilsen trend Björk å ca mg l theilsen trend Borstbäcken ca mg l theilsen trend Gårdstånga ca mg l theilsen trend Klinga ca mg l theilsen trend Torpsbäcken ca mg l theilsen trend Vombsjön Outlet ca mg l station correlation ca mg l time series trend Björk å cd mg l time series trend Borstbäcken cd mg l time series trend Gårdstånga cd mg l time series trend Klinga cd mg l time series trend Torpsbäcken cd mg l time series trend Vombsjön Outlet cd mg l rolling slope Björk å cd mg l rolling slope Borstbäcken cd mg l rolling slope Gårdstånga cd mg l rolling slope Klinga cd mg l rolling slope Torpsbäcken cd mg l rolling slope Vombsjön Outlet cd mg l theilsen trend Björk å cd mg l theilsen trend Borstbäcken cd mg l theilsen trend Gårdstånga cd mg l theilsen trend Klinga cd mg l theilsen trend Torpsbäcken cd mg l theilsen trend Vombsjön Outlet cd mg l station correlation cd mg l time series trend Björk å toc time series trend Borstbäcken toc time series trend Gårdstånga toc time series trend Klinga toc time series trend Torpsbäcken toc time series trend Vombsjön Outlet toc rolling slope Björk å toc rolling slope Borstbäcken toc rolling slope Gårdstånga toc rolling slope Klinga toc rolling slope Torpsbäcken toc rolling slope Vombsjön Outlet toc theilsen trend Björk å toc theilsen trend Borstbäcken toc theilsen trend Gårdstånga toc theilsen trend Klinga toc theilsen trend Torpsbäcken toc theilsen trend Vombsjön Outlet toc station correlation toc time series trend Björk å doc time series trend Borstbäcken doc time series trend Gårdstånga doc time series trend Klinga doc time series trend Torpsbäcken doc time series trend Vombsjön Outlet doc rolling slope Björk å doc rolling slope Borstbäcken doc rolling slope Gårdstånga doc rolling slope Klinga doc rolling slope Torpsbäcken doc rolling slope Vombsjön Outlet doc theilsen trend Björk å doc theilsen trend Borstbäcken doc theilsen trend Gårdstånga doc theilsen trend Klinga doc theilsen trend Torpsbäcken doc theilsen trend Vombsjön Outlet doc station correlation doc correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön Outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/9/2026, 12:12:50 PM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (165)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p theilsen trend Borstbäcken po4-p theilsen trend Gårdstånga po4-p theilsen trend Klinga po4-p theilsen trend Torpsbäcken po4-p theilsen trend Vombsjön Outlet po4-p station correlation po4-p time series trend Björk å ca mg l time series trend Borstbäcken ca mg l time series trend Gårdstånga ca mg l time series trend Klinga ca mg l time series trend Torpsbäcken ca mg l time series trend Vombsjön Outlet ca mg l rolling slope Björk å ca mg l rolling slope Borstbäcken ca mg l rolling slope Gårdstånga ca mg l rolling slope Klinga ca mg l rolling slope Torpsbäcken ca mg l rolling slope Vombsjön Outlet ca mg l theilsen trend Björk å ca mg l theilsen trend Borstbäcken ca mg l theilsen trend Gårdstånga ca mg l theilsen trend Klinga ca mg l theilsen trend Torpsbäcken ca mg l theilsen trend Vombsjön Outlet ca mg l station correlation ca mg l time series trend Björk å cd mg l time series trend Borstbäcken cd mg l time series trend Gårdstånga cd mg l time series trend Klinga cd mg l time series trend Torpsbäcken cd mg l time series trend Vombsjön Outlet cd mg l rolling slope Björk å cd mg l rolling slope Borstbäcken cd mg l rolling slope Gårdstånga cd mg l rolling slope Klinga cd mg l rolling slope Torpsbäcken cd mg l rolling slope Vombsjön Outlet cd mg l theilsen trend Björk å cd mg l theilsen trend Borstbäcken cd mg l theilsen trend Gårdstånga cd mg l theilsen trend Klinga cd mg l theilsen trend Torpsbäcken cd mg l theilsen trend Vombsjön Outlet cd mg l station correlation cd mg l time series trend Björk å toc time series trend Borstbäcken toc time series trend Gårdstånga toc time series trend Klinga toc time series trend Torpsbäcken toc time series trend Vombsjön Outlet toc rolling slope Björk å toc rolling slope Borstbäcken toc rolling slope Gårdstånga toc rolling slope Klinga toc rolling slope Torpsbäcken toc rolling slope Vombsjön Outlet toc theilsen trend Björk å toc theilsen trend Borstbäcken toc theilsen trend Gårdstånga toc theilsen trend Klinga toc theilsen trend Torpsbäcken toc theilsen trend Vombsjön Outlet toc station correlation toc time series trend Björk å doc time series trend Borstbäcken doc time series trend Gårdstånga doc time series trend Klinga doc time series trend Torpsbäcken doc time series trend Vombsjön Outlet doc rolling slope Björk å doc rolling slope Borstbäcken doc rolling slope Gårdstånga doc rolling slope Klinga doc rolling slope Torpsbäcken doc rolling slope Vombsjön Outlet doc theilsen trend Björk å doc theilsen trend Borstbäcken doc theilsen trend Gårdstånga doc theilsen trend Klinga doc theilsen trend Torpsbäcken doc theilsen trend Vombsjön Outlet doc station correlation doc correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön Outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/9/2026, 11:22:24 AM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (91)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p theilsen trend Borstbäcken po4-p theilsen trend Gårdstånga po4-p theilsen trend Klinga po4-p theilsen trend Torpsbäcken po4-p theilsen trend Vombsjön Outlet po4-p station correlation po4-p time series trend Björk å ca mg l time series trend Borstbäcken ca mg l time series trend Gårdstånga ca mg l time series trend Klinga ca mg l time series trend Torpsbäcken ca mg l time series trend Vombsjön Outlet ca mg l rolling slope Björk å ca mg l rolling slope Borstbäcken ca mg l

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/9/2026, 11:02:22 AM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (75)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/9/2026, 10:57:16 AM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (0)

multi_sensor_data analysis report

Dataset: Unknown

Run: 5/9/2026, 10:56:02 AM

# Analysis summary: multi_sensor_data - Input tidy file: `/home/lz/tg-ai/docs/cleaned/multi_sensor_data.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/multi_sensor_data.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/plots` - Records: 5166 - Stations: 6 - Parameters: 14 - Rolling mean window: 3 - Rolling slope window: 5 - Minimum trend points: 5 - Plots generated: 286

Plots (127)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å %do time series trend Borstbäcken %do time series trend Gårdstånga %do time series trend Klinga %do time series trend Torpsbäcken %do time series trend Vombsjön outlet %do rolling slope Björk å %do rolling slope Borstbäcken %do rolling slope Gårdstånga %do rolling slope Klinga %do rolling slope Torpsbäcken %do rolling slope Vombsjön outlet %do theilsen trend Björk å %do theilsen trend Borstbäcken %do theilsen trend Gårdstånga %do theilsen trend Klinga %do theilsen trend Torpsbäcken %do theilsen trend Vombsjön outlet %do station correlation %do time series trend Björk å ph time series trend Borstbäcken ph time series trend Gårdstånga ph time series trend Klinga ph time series trend Torpsbäcken ph time series trend Vombsjön outlet ph rolling slope Björk å ph rolling slope Borstbäcken ph rolling slope Gårdstånga ph rolling slope Klinga ph rolling slope Torpsbäcken ph rolling slope Vombsjön outlet ph theilsen trend Björk å ph theilsen trend Borstbäcken ph theilsen trend Gårdstånga ph theilsen trend Klinga ph theilsen trend Torpsbäcken ph theilsen trend Vombsjön outlet ph station correlation ph time series trend Björk å psi time series trend Borstbäcken psi time series trend Gårdstånga psi time series trend Klinga psi time series trend Torpsbäcken psi time series trend Vombsjön outlet psi rolling slope Björk å psi rolling slope Borstbäcken psi rolling slope Gårdstånga psi rolling slope Klinga psi rolling slope Torpsbäcken psi rolling slope Vombsjön outlet psi theilsen trend Björk å psi theilsen trend Borstbäcken psi theilsen trend Gårdstånga psi theilsen trend Klinga psi theilsen trend Torpsbäcken psi theilsen trend Vombsjön outlet psi station correlation psi time series trend Björk å psu time series trend Borstbäcken psu time series trend Gårdstånga psu time series trend Klinga psu time series trend Torpsbäcken psu time series trend Vombsjön outlet psu rolling slope Björk å psu rolling slope Borstbäcken psu rolling slope Gårdstånga psu rolling slope Klinga psu rolling slope Torpsbäcken psu rolling slope Vombsjön outlet psu theilsen trend Björk å psu theilsen trend Borstbäcken psu theilsen trend Gårdstånga psu theilsen trend Klinga psu theilsen trend Torpsbäcken psu theilsen trend Vombsjön outlet psu station correlation psu time series trend Björk å µs cmᴬ time series trend Borstbäcken µs cmᴬ time series trend Gårdstånga µs cmᴬ time series trend Klinga µs cmᴬ time series trend Torpsbäcken µs cmᴬ time series trend Vombsjön outlet µs cmᴬ rolling slope Björk å µs cmᴬ rolling slope Borstbäcken µs cmᴬ rolling slope Gårdstånga µs cmᴬ rolling slope Klinga µs cmᴬ rolling slope Torpsbäcken µs cmᴬ rolling slope Vombsjön outlet µs cmᴬ theilsen trend Björk å µs cmᴬ theilsen trend Borstbäcken µs cmᴬ theilsen trend Gårdstånga µs cmᴬ theilsen trend Klinga µs cmᴬ theilsen trend Torpsbäcken µs cmᴬ theilsen trend Vombsjön outlet µs cmᴬ station correlation µs cmᴬ time series trend Björk å ω cm time series trend Borstbäcken ω cm time series trend Gårdstånga ω cm time series trend Klinga ω cm time series trend Torpsbäcken ω cm time series trend Vombsjön outlet ω cm rolling slope Björk å ω cm rolling slope Borstbäcken ω cm rolling slope Gårdstånga ω cm rolling slope Klinga ω cm rolling slope Torpsbäcken ω cm rolling slope Vombsjön outlet ω cm theilsen trend Björk å ω cm theilsen trend Borstbäcken ω cm theilsen trend Gårdstånga ω cm theilsen trend Klinga ω cm theilsen trend Torpsbäcken ω cm theilsen trend Vombsjön outlet ω cm station correlation ω cm correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön outlet

results_from_sensor analysis report

Dataset: Unknown

Run: 5/9/2026, 10:55:42 AM

# Analysis summary: results_from_sensor - Input tidy file: `/home/lz/tg-ai/docs/cleaned/results_from_sensor.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/results_from_sensor/results_from_sensor.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/results_from_sensor/plots` - Records: 5187 - Stations: 1 - Parameters: 7 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 42

Plots (22)
quick top 3 trends quick top 3 parameter correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å ph rolling slope Björk å ph theilsen trend Björk å ph time series trend Björk å do mg l do rolling slope Björk å do mg l do theilsen trend Björk å do mg l do time series trend Björk å tss mg l rolling slope Björk å tss mg l theilsen trend Björk å tss mg l time series trend Björk å cod mg l o2 rolling slope Björk å cod mg l o2 theilsen trend Björk å cod mg l o2 time series trend Björk å colour pt co rolling slope Björk å colour pt co theilsen trend Björk å colour pt co correlation heatmap Björk å

results_from_sensor analysis report

Dataset: Unknown

Run: 5/9/2026, 10:48:29 AM

# Analysis summary: results_from_sensor - Input tidy file: `/home/lz/tg-ai/docs/cleaned/results_from_sensor.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/results_from_sensor/results_from_sensor.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/results_from_sensor/plots` - Records: 5187 - Stations: 1 - Parameters: 7 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 42

Plots (22)
quick top 3 trends quick top 3 parameter correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å ph rolling slope Björk å ph theilsen trend Björk å ph time series trend Björk å do mg l do rolling slope Björk å do mg l do theilsen trend Björk å do mg l do time series trend Björk å tss mg l rolling slope Björk å tss mg l theilsen trend Björk å tss mg l time series trend Björk å cod mg l o2 rolling slope Björk å cod mg l o2 theilsen trend Björk å cod mg l o2 time series trend Björk å colour pt co rolling slope Björk å colour pt co theilsen trend Björk å colour pt co correlation heatmap Björk å

multi_sensor_data analysis report

Dataset: Unknown

Run: 5/9/2026, 10:47:32 AM

# Analysis summary: multi_sensor_data - Input tidy file: `/home/lz/tg-ai/docs/cleaned/multi_sensor_data.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/multi_sensor_data.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/plots` - Records: 5166 - Stations: 6 - Parameters: 14 - Rolling mean window: 3 - Rolling slope window: 5 - Minimum trend points: 5 - Plots generated: 286

Plots (127)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å %do time series trend Borstbäcken %do time series trend Gårdstånga %do time series trend Klinga %do time series trend Torpsbäcken %do time series trend Vombsjön outlet %do rolling slope Björk å %do rolling slope Borstbäcken %do rolling slope Gårdstånga %do rolling slope Klinga %do rolling slope Torpsbäcken %do rolling slope Vombsjön outlet %do theilsen trend Björk å %do theilsen trend Borstbäcken %do theilsen trend Gårdstånga %do theilsen trend Klinga %do theilsen trend Torpsbäcken %do theilsen trend Vombsjön outlet %do station correlation %do time series trend Björk å ph time series trend Borstbäcken ph time series trend Gårdstånga ph time series trend Klinga ph time series trend Torpsbäcken ph time series trend Vombsjön outlet ph rolling slope Björk å ph rolling slope Borstbäcken ph rolling slope Gårdstånga ph rolling slope Klinga ph rolling slope Torpsbäcken ph rolling slope Vombsjön outlet ph theilsen trend Björk å ph theilsen trend Borstbäcken ph theilsen trend Gårdstånga ph theilsen trend Klinga ph theilsen trend Torpsbäcken ph theilsen trend Vombsjön outlet ph station correlation ph time series trend Björk å psi time series trend Borstbäcken psi time series trend Gårdstånga psi time series trend Klinga psi time series trend Torpsbäcken psi time series trend Vombsjön outlet psi rolling slope Björk å psi rolling slope Borstbäcken psi rolling slope Gårdstånga psi rolling slope Klinga psi rolling slope Torpsbäcken psi rolling slope Vombsjön outlet psi theilsen trend Björk å psi theilsen trend Borstbäcken psi theilsen trend Gårdstånga psi theilsen trend Klinga psi theilsen trend Torpsbäcken psi theilsen trend Vombsjön outlet psi station correlation psi time series trend Björk å psu time series trend Borstbäcken psu time series trend Gårdstånga psu time series trend Klinga psu time series trend Torpsbäcken psu time series trend Vombsjön outlet psu rolling slope Björk å psu rolling slope Borstbäcken psu rolling slope Gårdstånga psu rolling slope Klinga psu rolling slope Torpsbäcken psu rolling slope Vombsjön outlet psu theilsen trend Björk å psu theilsen trend Borstbäcken psu theilsen trend Gårdstånga psu theilsen trend Klinga psu theilsen trend Torpsbäcken psu theilsen trend Vombsjön outlet psu station correlation psu time series trend Björk å µs cmᴬ time series trend Borstbäcken µs cmᴬ time series trend Gårdstånga µs cmᴬ time series trend Klinga µs cmᴬ time series trend Torpsbäcken µs cmᴬ time series trend Vombsjön outlet µs cmᴬ rolling slope Björk å µs cmᴬ rolling slope Borstbäcken µs cmᴬ rolling slope Gårdstånga µs cmᴬ rolling slope Klinga µs cmᴬ rolling slope Torpsbäcken µs cmᴬ rolling slope Vombsjön outlet µs cmᴬ theilsen trend Björk å µs cmᴬ theilsen trend Borstbäcken µs cmᴬ theilsen trend Gårdstånga µs cmᴬ theilsen trend Klinga µs cmᴬ theilsen trend Torpsbäcken µs cmᴬ theilsen trend Vombsjön outlet µs cmᴬ station correlation µs cmᴬ time series trend Björk å ω cm time series trend Borstbäcken ω cm time series trend Gårdstånga ω cm time series trend Klinga ω cm time series trend Torpsbäcken ω cm time series trend Vombsjön outlet ω cm rolling slope Björk å ω cm rolling slope Borstbäcken ω cm rolling slope Gårdstånga ω cm rolling slope Klinga ω cm rolling slope Torpsbäcken ω cm rolling slope Vombsjön outlet ω cm theilsen trend Björk å ω cm theilsen trend Borstbäcken ω cm theilsen trend Gårdstånga ω cm theilsen trend Klinga ω cm theilsen trend Torpsbäcken ω cm theilsen trend Vombsjön outlet ω cm station correlation ω cm correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/9/2026, 10:45:05 AM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (77)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p

results_from_sensor analysis report

Dataset: Unknown

Run: 5/8/2026, 7:56:02 PM

# Analysis summary: results_from_sensor - Input tidy file: `/home/lz/tg-ai/docs/cleaned/results_from_sensor.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/results_from_sensor/results_from_sensor.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/results_from_sensor/plots` - Records: 5187 - Stations: 1 - Parameters: 7 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 42

Plots (22)
quick top 3 trends quick top 3 parameter correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å ph rolling slope Björk å ph theilsen trend Björk å ph time series trend Björk å do mg l do rolling slope Björk å do mg l do theilsen trend Björk å do mg l do time series trend Björk å tss mg l rolling slope Björk å tss mg l theilsen trend Björk å tss mg l time series trend Björk å cod mg l o2 rolling slope Björk å cod mg l o2 theilsen trend Björk å cod mg l o2 time series trend Björk å colour pt co rolling slope Björk å colour pt co theilsen trend Björk å colour pt co correlation heatmap Björk å

multi_sensor_data analysis report

Dataset: Unknown

Run: 5/8/2026, 7:55:06 PM

# Analysis summary: multi_sensor_data - Input tidy file: `/home/lz/tg-ai/docs/cleaned/multi_sensor_data.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/multi_sensor_data.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/multi_sensor_data/plots` - Records: 5166 - Stations: 6 - Parameters: 14 - Rolling mean window: 3 - Rolling slope window: 5 - Minimum trend points: 5 - Plots generated: 286

Plots (127)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å %do time series trend Borstbäcken %do time series trend Gårdstånga %do time series trend Klinga %do time series trend Torpsbäcken %do time series trend Vombsjön outlet %do rolling slope Björk å %do rolling slope Borstbäcken %do rolling slope Gårdstånga %do rolling slope Klinga %do rolling slope Torpsbäcken %do rolling slope Vombsjön outlet %do theilsen trend Björk å %do theilsen trend Borstbäcken %do theilsen trend Gårdstånga %do theilsen trend Klinga %do theilsen trend Torpsbäcken %do theilsen trend Vombsjön outlet %do station correlation %do time series trend Björk å ph time series trend Borstbäcken ph time series trend Gårdstånga ph time series trend Klinga ph time series trend Torpsbäcken ph time series trend Vombsjön outlet ph rolling slope Björk å ph rolling slope Borstbäcken ph rolling slope Gårdstånga ph rolling slope Klinga ph rolling slope Torpsbäcken ph rolling slope Vombsjön outlet ph theilsen trend Björk å ph theilsen trend Borstbäcken ph theilsen trend Gårdstånga ph theilsen trend Klinga ph theilsen trend Torpsbäcken ph theilsen trend Vombsjön outlet ph station correlation ph time series trend Björk å psi time series trend Borstbäcken psi time series trend Gårdstånga psi time series trend Klinga psi time series trend Torpsbäcken psi time series trend Vombsjön outlet psi rolling slope Björk å psi rolling slope Borstbäcken psi rolling slope Gårdstånga psi rolling slope Klinga psi rolling slope Torpsbäcken psi rolling slope Vombsjön outlet psi theilsen trend Björk å psi theilsen trend Borstbäcken psi theilsen trend Gårdstånga psi theilsen trend Klinga psi theilsen trend Torpsbäcken psi theilsen trend Vombsjön outlet psi station correlation psi time series trend Björk å psu time series trend Borstbäcken psu time series trend Gårdstånga psu time series trend Klinga psu time series trend Torpsbäcken psu time series trend Vombsjön outlet psu rolling slope Björk å psu rolling slope Borstbäcken psu rolling slope Gårdstånga psu rolling slope Klinga psu rolling slope Torpsbäcken psu rolling slope Vombsjön outlet psu theilsen trend Björk å psu theilsen trend Borstbäcken psu theilsen trend Gårdstånga psu theilsen trend Klinga psu theilsen trend Torpsbäcken psu theilsen trend Vombsjön outlet psu station correlation psu time series trend Björk å µs cmᴬ time series trend Borstbäcken µs cmᴬ time series trend Gårdstånga µs cmᴬ time series trend Klinga µs cmᴬ time series trend Torpsbäcken µs cmᴬ time series trend Vombsjön outlet µs cmᴬ rolling slope Björk å µs cmᴬ rolling slope Borstbäcken µs cmᴬ rolling slope Gårdstånga µs cmᴬ rolling slope Klinga µs cmᴬ rolling slope Torpsbäcken µs cmᴬ rolling slope Vombsjön outlet µs cmᴬ theilsen trend Björk å µs cmᴬ theilsen trend Borstbäcken µs cmᴬ theilsen trend Gårdstånga µs cmᴬ theilsen trend Klinga µs cmᴬ theilsen trend Torpsbäcken µs cmᴬ theilsen trend Vombsjön outlet µs cmᴬ station correlation µs cmᴬ time series trend Björk å ω cm time series trend Borstbäcken ω cm time series trend Gårdstånga ω cm time series trend Klinga ω cm time series trend Torpsbäcken ω cm time series trend Vombsjön outlet ω cm rolling slope Björk å ω cm rolling slope Borstbäcken ω cm rolling slope Gårdstånga ω cm rolling slope Klinga ω cm rolling slope Torpsbäcken ω cm rolling slope Vombsjön outlet ω cm theilsen trend Björk å ω cm theilsen trend Borstbäcken ω cm theilsen trend Gårdstånga ω cm theilsen trend Klinga ω cm theilsen trend Torpsbäcken ω cm theilsen trend Vombsjön outlet ω cm station correlation ω cm correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/8/2026, 7:47:55 PM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (165)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p theilsen trend Borstbäcken po4-p theilsen trend Gårdstånga po4-p theilsen trend Klinga po4-p theilsen trend Torpsbäcken po4-p theilsen trend Vombsjön Outlet po4-p station correlation po4-p time series trend Björk å ca mg l time series trend Borstbäcken ca mg l time series trend Gårdstånga ca mg l time series trend Klinga ca mg l time series trend Torpsbäcken ca mg l time series trend Vombsjön Outlet ca mg l rolling slope Björk å ca mg l rolling slope Borstbäcken ca mg l rolling slope Gårdstånga ca mg l rolling slope Klinga ca mg l rolling slope Torpsbäcken ca mg l rolling slope Vombsjön Outlet ca mg l theilsen trend Björk å ca mg l theilsen trend Borstbäcken ca mg l theilsen trend Gårdstånga ca mg l theilsen trend Klinga ca mg l theilsen trend Torpsbäcken ca mg l theilsen trend Vombsjön Outlet ca mg l station correlation ca mg l time series trend Björk å cd mg l time series trend Borstbäcken cd mg l time series trend Gårdstånga cd mg l time series trend Klinga cd mg l time series trend Torpsbäcken cd mg l time series trend Vombsjön Outlet cd mg l rolling slope Björk å cd mg l rolling slope Borstbäcken cd mg l rolling slope Gårdstånga cd mg l rolling slope Klinga cd mg l rolling slope Torpsbäcken cd mg l rolling slope Vombsjön Outlet cd mg l theilsen trend Björk å cd mg l theilsen trend Borstbäcken cd mg l theilsen trend Gårdstånga cd mg l theilsen trend Klinga cd mg l theilsen trend Torpsbäcken cd mg l theilsen trend Vombsjön Outlet cd mg l station correlation cd mg l time series trend Björk å toc time series trend Borstbäcken toc time series trend Gårdstånga toc time series trend Klinga toc time series trend Torpsbäcken toc time series trend Vombsjön Outlet toc rolling slope Björk å toc rolling slope Borstbäcken toc rolling slope Gårdstånga toc rolling slope Klinga toc rolling slope Torpsbäcken toc rolling slope Vombsjön Outlet toc theilsen trend Björk å toc theilsen trend Borstbäcken toc theilsen trend Gårdstånga toc theilsen trend Klinga toc theilsen trend Torpsbäcken toc theilsen trend Vombsjön Outlet toc station correlation toc time series trend Björk å doc time series trend Borstbäcken doc time series trend Gårdstånga doc time series trend Klinga doc time series trend Torpsbäcken doc time series trend Vombsjön Outlet doc rolling slope Björk å doc rolling slope Borstbäcken doc rolling slope Gårdstånga doc rolling slope Klinga doc rolling slope Torpsbäcken doc rolling slope Vombsjön Outlet doc theilsen trend Björk å doc theilsen trend Borstbäcken doc theilsen trend Gårdstånga doc theilsen trend Klinga doc theilsen trend Torpsbäcken doc theilsen trend Vombsjön Outlet doc station correlation doc correlation heatmap Björk å correlation heatmap Borstbäcken correlation heatmap Gårdstånga correlation heatmap Klinga correlation heatmap Torpsbäcken correlation heatmap Vombsjön Outlet

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/8/2026, 7:46:24 PM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (57)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n

sites_daily_chemistry analysis report

Dataset: Unknown

Run: 5/8/2026, 6:42:07 PM

# Analysis summary: sites_daily_chemistry - Input tidy file: `/home/lz/tg-ai/docs/cleaned/sites_daily_chemistry.tidy.csv` - Excel report: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/sites_daily_chemistry.analysis.xlsx` - Plots directory: `/home/lz/tg-ai/docs/analysis/sites_daily_chemistry/plots` - Records: 10452 - Stations: 6 - Parameters: 26 - Rolling mean window: 10 - Rolling slope window: 5 - Minimum trend points: 3 - Plots generated: 517

Plots (90)
quick top 3 trends quick top 3 parameter correlations quick top 3 station correlations pca variance pca score plot PC1 PC2 missingness by parameter trend slopes time series trend Björk å t p mg l time series trend Borstbäcken t p mg l time series trend Gårdstånga t p mg l time series trend Klinga t p mg l time series trend Torpsbäcken t p mg l time series trend Vombsjön Outlet t p mg l rolling slope Björk å t p mg l rolling slope Borstbäcken t p mg l rolling slope Gårdstånga t p mg l rolling slope Klinga t p mg l rolling slope Torpsbäcken t p mg l rolling slope Vombsjön Outlet t p mg l theilsen trend Björk å t p mg l theilsen trend Borstbäcken t p mg l theilsen trend Gårdstånga t p mg l theilsen trend Klinga t p mg l theilsen trend Torpsbäcken t p mg l theilsen trend Vombsjön Outlet t p mg l station correlation t p mg l time series trend Björk å t n mg l time series trend Borstbäcken t n mg l time series trend Gårdstånga t n mg l time series trend Klinga t n mg l time series trend Torpsbäcken t n mg l time series trend Vombsjön Outlet t n mg l rolling slope Björk å t n mg l rolling slope Borstbäcken t n mg l rolling slope Gårdstånga t n mg l rolling slope Klinga t n mg l rolling slope Torpsbäcken t n mg l rolling slope Vombsjön Outlet t n mg l theilsen trend Björk å t n mg l theilsen trend Borstbäcken t n mg l theilsen trend Gårdstånga t n mg l theilsen trend Klinga t n mg l theilsen trend Torpsbäcken t n mg l theilsen trend Vombsjön Outlet t n mg l station correlation t n mg l time series trend Björk å no3 n time series trend Borstbäcken no3 n time series trend Gårdstånga no3 n time series trend Klinga no3 n time series trend Torpsbäcken no3 n time series trend Vombsjön Outlet no3 n rolling slope Björk å no3 n rolling slope Borstbäcken no3 n rolling slope Gårdstånga no3 n rolling slope Klinga no3 n rolling slope Torpsbäcken no3 n rolling slope Vombsjön Outlet no3 n theilsen trend Björk å no3 n theilsen trend Borstbäcken no3 n theilsen trend Gårdstånga no3 n theilsen trend Klinga no3 n theilsen trend Torpsbäcken no3 n theilsen trend Vombsjön Outlet no3 n station correlation no3 n time series trend Björk å po4-p time series trend Borstbäcken po4-p time series trend Gårdstånga po4-p time series trend Klinga po4-p time series trend Torpsbäcken po4-p time series trend Vombsjön Outlet po4-p rolling slope Björk å po4-p rolling slope Borstbäcken po4-p rolling slope Gårdstånga po4-p rolling slope Klinga po4-p rolling slope Torpsbäcken po4-p rolling slope Vombsjön Outlet po4-p theilsen trend Björk å po4-p theilsen trend Borstbäcken po4-p theilsen trend Gårdstånga po4-p theilsen trend Klinga po4-p theilsen trend Torpsbäcken po4-p theilsen trend Vombsjön Outlet po4-p station correlation po4-p time series trend Björk å ca mg l time series trend Borstbäcken ca mg l time series trend Gårdstånga ca mg l time series trend Klinga ca mg l time series trend Torpsbäcken ca mg l time series trend Vombsjön Outlet ca mg l rolling slope Björk å ca mg l