diff --git a/examples/skew_histogram.jl b/examples/skew_histogram.jl
new file mode 100644
index 0000000..81376ef
--- /dev/null
+++ b/examples/skew_histogram.jl
@@ -0,0 +1,1767 @@
+### A Pluto.jl notebook ###
+# v0.19.46
+
+using Markdown
+using InteractiveUtils
+
+# ╔═╡ 4aaa9fa2-7ecc-11ef-0802-71fd1f15839c
+begin
+	using PlutoUI
+	using SQLite
+	using DBInterface
+	using TypedTables
+	using Tables
+	using DataFrames
+	using Dates
+	using CairoMakie
+end
+
+# ╔═╡ 8721d160-bf3c-46ab-bffc-f32bfcdcfd50
+PlutoUI.TableOfContents()
+
+# ╔═╡ 76476999-2ee9-42be-9e28-b93401c19e7f
+md"""
+# Load DB
+"""
+
+# ╔═╡ 8a66db47-f100-48c0-9f1e-00e94b65fbce
+db = SQLite.DB("../psboard_qaqc.db")
+
+# ╔═╡ 7673a352-d850-4266-ad89-87af0199b096
+SQLite.tables(db)
+
+# ╔═╡ 0cffb5a1-54ba-425d-85d5-ad79384eb1dc
+tbl = SQLite.tables(db)[1]
+
+# ╔═╡ b2b6b879-b9ea-4adb-bab2-5a6fc721b5ec
+tbl.schema
+
+# ╔═╡ f0ea95af-abe4-42e2-a008-70669905c538
+md"""
+## get result for single runs
+"""
+
+# ╔═╡ c54583cf-7e48-42af-acf7-f777d04a36f7
+single_run_result = let
+	df = DBInterface.execute(
+		db,
+		sql"""
+		select * from qaqc_single_run_table
+		"""
+	) |> DataFrame
+	transform!(
+		df,
+		:run_timestamp => ByRow(DateTime) => :run_timestamp
+	)
+end
+
+# ╔═╡ 9282f505-3623-4231-8032-b5465e5c19a4
+md"""
+# Histograms
+
+## All skews for single runs
+
+number of missings: $(nrow(filter(:lvds_tx_skew => ismissing, single_run_result)))
+"""
+
+# ╔═╡ 3d2d08b4-a170-49f8-a923-22d7d8c6def7
+let
+	skews = single_run_result.lvds_tx_skew |> skipmissing |> collect
+	stephist(
+		skews,
+		bins = range(minimum(skews), maximum(skews), step = 1 / 57),
+		axis = (;
+			title = "LVDS skew histogram",
+			xlabel = "skew/ns",
+		)
+	)
+end
+
+# ╔═╡ 0e844b54-2e22-480c-9ce2-3f24042ac950
+md"""
+## Extract latest values for each psboard
+- plus, skip if the measurement is too new (i.e., slave log is not processed)
+"""
+
+# ╔═╡ bedb3f4c-b087-485e-bfaf-7c60dd75005d
+skews_for_each_board = combine(groupby(single_run_result, :psboard_id)) do sdf
+	if all(ismissing, sdf.lvds_tx_skew)
+		if any(>(Date(now()) - Day(1)), sdf.run_timestamp)
+			return (; lvds_tx_skew = missing)
+		end
+		@info "all skew is missing" sdf sdf.result_note
+	end
+	skew = if nrow(sdf) == 1
+		sdf[1, :lvds_tx_skew]
+	else
+		sdf[argmax(sdf.run_timestamp), :lvds_tx_skew]
+	end
+	# @info "" sdf Tables.schema(sdf) names(sdf)
+	(; lvds_tx_skew = skew)
+end
+
+# ╔═╡ b23f3f63-4c6f-476f-aab8-22069940325e
+let
+	skews = skews_for_each_board.lvds_tx_skew |> skipmissing |> collect
+	stephist(
+		skews,
+		bins = range(minimum(skews), maximum(skews), step = 1 / 57),
+		axis = (;
+			title = "skews of latest measurement for each board",
+			xlabel = "skew / ns",
+		)
+	)
+end
+
+# ╔═╡ 1306b44d-781f-4948-ba39-734c92dc6b8c
+md"""
+## Further research on abnormal skew result
+"""
+
+# ╔═╡ 6a791331-a896-462e-90c3-1eea3d72e0db
+filter(:lvds_tx_skew => (x -> !ismissing(x) && x < -2), skews_for_each_board)
+
+# ╔═╡ 2e47c2b0-4568-4ac2-9926-239de48b0ca3
+filter(
+	:psboard_id => ==(444),
+	single_run_result,
+) |> Tables.columntable
+
+# ╔═╡ 099fae93-0fe6-40f1-bdc5-d23738f3f854
+md"""
+I checked the slave log, and it looked like this:
+```
+10.000000000000000 0.000000 0.000000
+10.017857142857142 0.000000 0.000000
+10.035714285714286 0.000000 0.000000
+10.053571428571429 0.000000 0.000000
+10.071428571428571 0.000000 0.000000
+10.089285714285714 0.000000 0.000000
+10.107142857142858 1000.000000 0.000000
+10.125000000000000 1000.000000 0.000000
+10.142857142857142 1000.000000 0.000000
+10.160714285714286 1000.000000 0.000000
+10.178571428571429 1000.000000 0.000000
+10.196428571428571 1000.000000 0.000000
+10.214285714285714 1000.000000 0.000000
+10.232142857142858 1000.000000 0.000000
+10.250000000000000 1000.000000 0.000000
+10.267857142857142 1000.000000 0.000000
+10.285714285714286 1000.000000 0.000000
+10.303571428571429 1000.000000 0.000000
+10.321428571428571 0.000000 0.000000
+10.339285714285714 0.000000 0.000000
+10.357142857142858 0.000000 0.000000
+10.375000000000000 0.000000 0.000000
+10.392857142857142 0.000000 0.000000
+10.410714285714286 0.000000 0.000000
+10.428571428571429 0.000000 0.000000
+10.446428571428571 0.000000 0.000000
+10.464285714285714 0.000000 0.000000
+10.482142857142858 0.000000 0.000000
+10.500000000000000 0.000000 0.000000
+10.517857142857142 1000.000000 0.000000
+10.535714285714286 1000.000000 0.000000
+10.553571428571429 1000.000000 0.000000
+10.571428571428571 1000.000000 0.000000
+10.589285714285714 1000.000000 0.000000
+10.607142857142858 1000.000000 0.000000
+...
+```
+This passes the single run because the first and last line satisfy criteria.
+But of course this should not be passed.
+"""
+
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+uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
+version = "3.6.0+0"
+"""
+
+# ╔═╡ Cell order:
+# ╠═4aaa9fa2-7ecc-11ef-0802-71fd1f15839c
+# ╠═8721d160-bf3c-46ab-bffc-f32bfcdcfd50
+# ╟─76476999-2ee9-42be-9e28-b93401c19e7f
+# ╠═8a66db47-f100-48c0-9f1e-00e94b65fbce
+# ╠═7673a352-d850-4266-ad89-87af0199b096
+# ╠═0cffb5a1-54ba-425d-85d5-ad79384eb1dc
+# ╠═b2b6b879-b9ea-4adb-bab2-5a6fc721b5ec
+# ╟─f0ea95af-abe4-42e2-a008-70669905c538
+# ╠═c54583cf-7e48-42af-acf7-f777d04a36f7
+# ╠═9282f505-3623-4231-8032-b5465e5c19a4
+# ╠═3d2d08b4-a170-49f8-a923-22d7d8c6def7
+# ╟─0e844b54-2e22-480c-9ce2-3f24042ac950
+# ╠═bedb3f4c-b087-485e-bfaf-7c60dd75005d
+# ╠═b23f3f63-4c6f-476f-aab8-22069940325e
+# ╟─1306b44d-781f-4948-ba39-734c92dc6b8c
+# ╠═6a791331-a896-462e-90c3-1eea3d72e0db
+# ╠═2e47c2b0-4568-4ac2-9926-239de48b0ca3
+# ╟─099fae93-0fe6-40f1-bdc5-d23738f3f854
+# ╟─00000000-0000-0000-0000-000000000001
+# ╟─00000000-0000-0000-0000-000000000002