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diff --git a/python-lib/test-data/chip02/chip02-cal-plots.pdf b/python-lib/test-data/chip02/chip02-cal-plots.pdf
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diff --git a/python-lib/test-data/chip02/stats.py b/python-lib/test-data/chip02/stats.py
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--- /dev/null
+++ b/python-lib/test-data/chip02/stats.py
@@ -0,0 +1,78 @@
+#!/usr/bin/env python
+
+from pylab import *
+
+from glob import glob
+
+
+cal_values = []
+cal_outs = []
+
+N_RUNS = 8
+sample_runs = randint(48, size=(N_RUNS,))
+N_PLOTS = 4
+N_COLS = 4
+nrun = 0
+for infile in sorted(glob('*.npz')):
+    d = np.load(infile)
+
+    #print infile, d.keys()
+
+    guesses = d['guesses']
+    results = d['results']
+
+    d.close() # close file descriptor
+    
+    if 1:
+        for i in range(N_PLOTS):
+            if nrun not in sample_runs:
+                continue
+            g = guesses[:, 0, i]
+            r = 1e3*(2.5/2/2**13)*results[:, 0, i]
+            #print g
+            #print r
+
+            subplot(N_PLOTS, N_COLS, N_COLS*i+1)
+            plot(g, '-')
+            ylim((0, 127))
+            ylabel('Channel %02i-A' % i)
+
+            subplot(N_PLOTS, N_COLS, N_COLS*i+2)
+            plot(r, '-')
+
+        subplot(N_PLOTS, N_COLS, 1)
+        title('calibration value')
+
+        subplot(N_PLOTS, N_COLS, 2)
+        title('Vout (mV)')
+
+        subplot(N_PLOTS, N_COLS, 3)
+        title('Cal histogram')
+
+        subplot(N_PLOTS, N_COLS, 4)
+        title('Vout (mV) histogram')
+
+    cal_values.append(guesses[-1, :, :])
+    cal_outs.append(results[-1, :, :])
+    nrun += 1
+
+cv = array(cal_values)
+co = array(cal_outs)
+
+for i in range(N_PLOTS):
+    subplot(N_PLOTS, N_COLS, N_COLS*i+3)
+    data = cv[:, 0, i]
+    hist(data, bins=range(128), align='left')
+    xlim((data.min()-1, data.max()+1))
+    xlim((0, 127))
+
+    subplot(N_PLOTS, N_COLS, N_COLS*i+4)
+    data = 1e3*(2.5/2/2**13)*co[:, 0, i]
+    dm = max((abs(data.min()), abs(data.max())))
+    print dm
+    dm = 200
+    hist(data, bins=100, range=(-dm, dm), align='left')
+    xlim((-dm, dm))
+
+
+print sample_runs