diff --git a/lineage/Lineage_collections.py b/lineage/Lineage_collections.py
index 4b66dad09..dc68cac50 100644
--- a/lineage/Lineage_collections.py
+++ b/lineage/Lineage_collections.py
@@ -1,7 +1,7 @@
 """ This file is to collect those lineages that have the same condition, and have 3 or greater number of cells in their lineages. """
 
 from .LineageInputOutput import import_exp_data
-from .import_lineage import MCF10A
+from .import_lineage import MCF10A, import_taxol
 from .states.StateDistributionGaPhs import StateDistribution
 from .states.StateDistributionGamma import StateDistribution as StDist
 from .LineageTree import LineageTree
@@ -217,3 +217,15 @@ def popout_single_lineages(lineages):
 AllLapatinib = [Lapatinib_Control + Gemcitabine_Control, Lapt25uM, Lapt50uM, Lap250uM]
 AllGemcitabine = [Lapatinib_Control + Gemcitabine_Control, Gem5uM, Gem10uM, Gem30uM]
 GFs = [pbs, egf, hgf, osm]
+
+##########################################################
+# NEW PACLITAXEL DATA
+untreated, taxol_05, taxol_1, taxol_15, taxol_2, taxol_25, taxol_3, taxol_4 = import_taxol()
+# 555, 1119, 486, 382, 272, 365, 246, 266
+untreated_taxol = [LineageTree(list_cells, E) for list_cells in untreated] # 555 cells
+Taxol_1 = [LineageTree(list_cells, E) for list_cells in taxol_1] # 486 cells
+Taxol_2 = [LineageTree(list_cells, E) for list_cells in taxol_2] # 272 cells
+Taxol_3 = [LineageTree(list_cells, E) for list_cells in taxol_3] # 246 cells
+Taxol_4 = [LineageTree(list_cells, E) for list_cells in taxol_4] # 266 cells
+
+taxols = [untreated_taxol, Taxol_1, Taxol_2, Taxol_4]
\ No newline at end of file
diff --git a/lineage/figures/figureS18.py b/lineage/figures/figureS18.py
new file mode 100644
index 000000000..3d43942ea
--- /dev/null
+++ b/lineage/figures/figureS18.py
@@ -0,0 +1,45 @@
+""" In this file we plot the raw data before fitting from paclitaxel treated HCC1143 cells """
+# from ..Lineage_collections import taxols as Taxol_lin_list
+import numpy as np
+from ..import_lineage import import_taxol_file, trim_taxol
+from ..plotTree import plotLineage
+from .common import getSetup
+from string import ascii_lowercase
+from ..states.StateDistributionGaPhs import StateDistribution
+from ..LineageTree import LineageTree
+
+desired_num_states = 2
+E = [StateDistribution() for _ in range(desired_num_states)]
+untreated_t = import_taxol_file()
+untreated_taxol = [LineageTree(list_cells, E) for list_cells in untreated_t]
+c = 0
+for lins in untreated_t:
+    for cell in lins:
+        c += 1
+# counts = len(untreated_taxol)
+counts = 100
+print("number of lineages", len(untreated_taxol), " and the number of total cells: ", c)
+
+def makeFigure():
+    """
+    Makes figure S18.
+    """
+    titles = ["Untreated", "Taxol 1 nM", "Taxol 2 nM", "Taxol 3 nM", "Taxol 4 nM"]
+    ax, f = getSetup((17, 35), (counts, 4))
+
+    for i in range(counts):
+        ax[4 * i].axis('off')
+        # ax[4 * i + 1].axis('off')
+        # ax[4 * i + 2].axis('off')
+        # ax[4 * i + 3].axis('off')
+        plotLineage(untreated_taxol[i], ax[4 * i], color=False)
+        # plotLineage(Taxol_lin_list[1][i], ax[4 * i + 1], color=False)
+        # plotLineage(Taxol_lin_list[2][i], ax[4 * i + 2], color=False)
+        # plotLineage(Taxol_lin_list[3][i], ax[4 * i + 3], color=False)
+
+    for i in range(4):
+        ax[i].axis('off')
+        ax[i].text(-0.2, 1.55, ascii_lowercase[i], transform=ax[i].transAxes, fontsize=20, fontweight="bold", va="top")
+        ax[i].text(0.0, 1.55, titles[i], transform=ax[i].transAxes, fontsize=20, va="top")
+
+    return f
\ No newline at end of file
diff --git a/lineage/figures/figureS19.py b/lineage/figures/figureS19.py
new file mode 100644
index 000000000..a7aaccb72
--- /dev/null
+++ b/lineage/figures/figureS19.py
@@ -0,0 +1,35 @@
+""" BIC for Taxol data."""
+from ..Lineage_collections import taxols as Taxol_lin_list
+from ..Analyze import run_Analyze_over, Analyze_list
+from .common import getSetup
+from .figure9 import find_BIC
+
+import pickle
+import numpy as np
+from matplotlib.ticker import MaxNLocator
+
+desired_num_states = np.arange(1, 8)
+
+def makeFigure():
+    """
+    Makes figure 9.
+    """
+    ax, f = getSetup((14, 4), (1, 3))
+
+    BIC, Obj = find_BIC(Taxol_lin_list, desired_num_states, num_cells=1041)
+
+    # create a pickle file
+    pik1 = open("taxols.pkl", "wb")
+    for taxol_tHMMobj_list in Obj:
+        for laps in taxol_tHMMobj_list:
+            pickle.dump(laps, pik1)
+    pik1.close()
+
+    i = 0
+    ax[i].set_xlabel("Number of States Predicted")
+    ax[i].set_ylabel("Normalized BIC")
+    ax[i].xaxis.set_major_locator(MaxNLocator(integer=True))
+
+    ax[0].set_title("Taxol Treated Populations")
+
+    return f
\ No newline at end of file
diff --git a/lineage/import_lineage.py b/lineage/import_lineage.py
index 479997436..15fc9ad02 100644
--- a/lineage/import_lineage.py
+++ b/lineage/import_lineage.py
@@ -1,6 +1,7 @@
 """ This file includes functions to import the new lineage data. """
 import pandas as pd
 import itertools
+from copy import copy
 import numpy as np
 from .CellVar import CellVar
 
@@ -227,3 +228,283 @@ def MCF10A(condition: str):
 
     else:
         raise ValueError("condition does not exist. choose between [PBS, EGF, HGF, OSM]")
+
+
+def assign_observs_Taxol(cell, cell_lineage, label: int):
+    """Given a cell, the lineage, and the unique id of the cell, it assigns the observations of that cell, and returns it.
+    :param cell: a CellVar object to be assigned observations.
+    :param cell_lineage: the dataframe of cells in a file.
+    :param label: the id given to the cell from the experiment.
+    """
+    # initialize
+    cell.obs = [1, 1, 0, 0, 1, 1]  # [G1_fate, S_G2_fate, G1_length, SG2_length, G1_censored?, SG2_censored?]
+    t_end = 5760
+
+    all_parent_ids = cell_lineage["parent"].unique()
+    cell_df = cell_lineage.loc[cell_lineage["label"] == label]
+
+    parent_id = cell_df["parent"].unique()[0]
+    if parent_id == 0:
+        cell.gen = 1
+
+    threshold = 0.7 # greater than this ==> SG2
+    G1_df = cell_df.loc[cell_df['Cell_CC_mean_intensity_ratio'] <= threshold]
+    SG2_df = cell_df.loc[cell_df['Cell_CC_mean_intensity_ratio'] > threshold]
+
+    ## G1 calculations:
+    if G1_df.empty:
+        # means the cell has no G1 component
+        cell.obs[0] = np.nan # if no G1, then there is SG2, so it has definitely transitioned from G1 to SG2
+        cell.obs[2] = np.nan
+        cell.obs[4] = np.nan
+
+    else:
+        # G1 length
+        cell.obs[2] = (np.nanmax(G1_df["elapsed_minutes"]) - np.nanmin(G1_df["elapsed_minutes"])) / 60 # G1 duration
+        if np.nanmin(G1_df["elapsed_minutes"]) == 0: # means left censored
+            cell.obs[4] = 0
+            if not(SG2_df.empty): # has transitioned from G1 -> SG2
+                cell.obs[0] = 1
+
+        if np.nanmax(G1_df["elapsed_minutes"]) == t_end: # cell existed and the experiment ended
+            cell.obs[4] = 0
+            assert not(label in all_parent_ids) # definitely is not a parent because we reached end of exp
+            cell.obs[0] = np.nan
+
+        if np.nanmax(G1_df["elapsed_minutes"]) < t_end and SG2_df.empty: # cell died in G1
+            cell.obs[0] = 0
+
+    ## SG2 calculations:
+    if SG2_df.empty:
+        # means the cell has no SG2 component
+        cell.obs[1] = np.nan
+        cell.obs[3] = np.nan
+        cell.obs[5] = np.nan
+    else:
+        # SG2 length
+        cell.obs[3] = (np.nanmax(SG2_df["elapsed_minutes"]) - np.nanmin(SG2_df["elapsed_minutes"])) / 60 # SG2
+        if np.nanmin(SG2_df["elapsed_minutes"]) == 0: # cell existed when the experiment started
+            cell.obs[5] = 0
+            if label in all_parent_ids:
+                cell.obs[1] = 1
+
+        if np.nanmax(SG2_df["elapsed_minutes"]) == t_end: # cell existed and the experiment ended
+            cell.obs[5] = 0
+            assert not(label in all_parent_ids) # definitely is not a parent because we reached end of exp
+            cell.obs[1] = np.nan
+
+        if np.nanmax(SG2_df["elapsed_minutes"]) < t_end and not(label in all_parent_ids): # cell died in SG2
+            cell.obs[1] = 0
+
+    return cell
+
+### The following two functions are used to make a list from labels that belong to the same lineage
+def sep_lineages(data):
+    labels = list(data["label"].unique())
+    all_parent_ids = list(data["parent"].unique())
+    root_parent_labels = data.loc[data["parent"] == 0]["label"].unique()
+    lin = [[[item]] for item in root_parent_labels]
+
+    # remove singleton lineages that only existed in 1 frame
+    xxx = 0
+    remains = []
+    for value in root_parent_labels:
+        dff = data.loc[data["label"]==value]
+        if len(dff) == 1:
+            # print(dff[["label", "well", "field", "time_slice", "row", "column", "plateID"]])
+            xxx += 1
+            lin.remove([[value]])
+        elif len(dff) > 1:
+            remains.append(value)
+
+    for i, val in enumerate(remains):
+        df = data.loc[data["label"]==val] # cell itself
+        # if it only appeard in one frame, discard
+        assert len(df) > 1
+
+        # if it has divided
+        if np.all(df["is_parent"] == True):
+            assert val in all_parent_ids
+            df_children = data.loc[data["parent"] == val] # cell's children
+            # if the cell has two children
+            child_labels = list(df_children["label"].unique())
+            if len(child_labels) == 2:
+                lin[i] += [child_labels]
+            else:
+                print("not two children. cell label: ", val, "child label: ", child_labels)
+        else:
+            # singleton lineage
+            continue
+    print("number of cells that only appear in 1 frame: ", xxx)
+
+    out1 = separate_lineages(data, all_parent_ids, lin, 2)
+    out2 = separate_lineages(data, all_parent_ids, out1, 3)
+    out3 = separate_lineages(data, all_parent_ids, out2, 4)
+    out4 = separate_lineages(data, all_parent_ids, out3, 5)
+    out5 = separate_lineages(data, all_parent_ids, out4, 6)
+
+    return out5
+
+def separate_lineages(data, all_parent_ids, ls, k):
+    """Given the lineages that only includes up to k generations of cells, add the k+1 generation to those lineages that have it."""
+    lss = ls.copy()
+    for j, val in enumerate(ls):
+        if len(val) == k:
+            temp = []
+            k_th = val[k-1]
+            for i in k_th:
+                if np.isnan(i):
+                    temp += [np.nan, np.nan]
+                else:
+                    if i in all_parent_ids:
+                        if len(data.loc[data["parent"]==i]["label"].unique()) == 2:
+                            temp += list(data.loc[data["parent"]==i]["label"].unique())
+                        else:
+                            temp += [np.nan, np.nan]
+                    else:
+                        temp += [np.nan, np.nan]
+        else:
+            continue
+        if np.all(np.isnan(temp)):
+            pass
+        else:
+            lss[j].append(temp)
+    return lss
+
+
+def import_taxol_file(filename="HC00801_A1_field_1_level_1.csv"):
+    """To import the new Taxol data"""
+
+    data = pd.read_csv("lineage/data/taxol/"+filename)
+
+    lineage_codes = sep_lineages(data)
+    lineages = []
+    for i, lin in enumerate(lineage_codes):
+
+        parent_cell = CellVar(parent=None)
+        parent_cell = assign_observs_Taxol(parent_cell, data, lin[0][0])
+        lin_temp = [[parent_cell]]
+
+        if len(lin) >= 2:
+            for kk in range(1, len(lin)):
+                tmp = [] # for each lineage
+                for ix, l in enumerate(lin[kk]):
+                    if ix % 2 == 1: # only iterate through one of two daughter cells
+                        pass
+                    else:
+                        if not np.isnan(l):
+                            cell = lin_temp[kk-1][int(ix/2)]
+                            if type(cell) == CellVar:
+                                a = assign_observs_Taxol(CellVar(parent=cell), data, l)
+                                b = assign_observs_Taxol(CellVar(parent=cell), data, lin[kk][ix+1])
+                                cell.left = a
+                                cell.right = b
+                                tmp.append([cell.left, cell.right])
+                            else:
+                                tmp.append([np.nan, np.nan])
+                        else:
+                            tmp.append([np.nan, np.nan])
+
+                lin_temp.append(list(itertools.chain(*tmp)))
+        lineages.append(list(itertools.chain(*lin_temp)))
+    new_lins = []
+    counts_ = 0
+    # remove nans
+    for jj, lin in enumerate(lineages):
+        n = [x for x in lin if str(x) != 'nan']
+
+        for kk, cells in enumerate(n):
+            # remove those lineages with cells that have NaN intensity ratio
+            if np.all(np.isnan(cells.obs[2:4])):
+                counts_ += 1
+                n = []
+                break
+            else:
+                pass
+
+        new_lins.append(n)
+    print("this is counts of NaN ratio lineages", counts_)
+
+    # remove empty lineages and return
+    return [s for s in new_lins if s]
+
+def trim_taxol(lineages):
+    """removed messed up lineages. e.g., those that divided but either didn't have G1 or SG2 although were in middle generations.. """
+
+    trimed_lineages = copy(lineages)
+    counts, countsG1, countsG2 = 0, 0, 0
+    for ix, lin in enumerate(lineages):
+        rm = 0
+        for cell in lin:
+            # cells with only one daughter
+            if not(cell.left and cell.right) and not(cell.isLeaf()):
+                rm += 1
+                counts += 1
+
+            # if it divided
+            if cell.left:
+                assert cell.right
+                # but also died in either phase
+                if cell.obs[0] == 0:
+                    # discrepancy... get rid of the lineage
+                    rm += 1
+                    countsG1 += 1
+                elif cell.obs[1] == 0:
+                    countsG2 += 1
+
+            # # if it didn't start the lineage, and doesn't have a G1, remove lineage
+            if cell.gen > 1:
+                if (np.isnan(cell.obs[2]) or cell.obs[2] == 0.0) and cell.obs[3] > 0.0:
+                    rm += 1
+                    counts += 1
+                    break
+
+        if rm > 0:
+            trimed_lineages.remove(lin)
+    # print("number of cells that divided but also died G1: ", countsG1, "For G2: ", countsG2)
+    # print("number of cells that started their cycle with SG2: ", counts)
+    return [x for x in trimed_lineages if x]
+
+
+def import_taxol(HC="HC00801"):
+    """Import taxol data by condition"""
+    untreated = [trim_taxol(import_taxol_file(HC + "_A1_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_A1_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_A1_field_4_level_1.csv"))]
+
+    taxol_05 = [trim_taxol(import_taxol_file(HC + "_A2_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_A2_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_A2_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_A2_field_4_level_1.csv"))]
+
+    taxol_1 = [trim_taxol(import_taxol_file(HC + "_B1_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B1_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B1_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B1_field_4_level_1.csv"))]
+
+    taxol_15 = [trim_taxol(import_taxol_file(HC + "_B2_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B2_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B2_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_B2_field_4_level_1.csv"))]
+
+    taxol_2 = [trim_taxol(import_taxol_file(HC + "_C1_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C1_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C1_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C1_field_4_level_1.csv"))]
+
+    taxol_25 = [trim_taxol(import_taxol_file(HC + "_C2_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C2_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C2_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_C2_field_4_level_1.csv"))]
+
+    taxol_3 = [trim_taxol(import_taxol_file(HC + "_D1_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D1_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D1_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D1_field_4_level_1.csv"))]
+
+    taxol_4 = [trim_taxol(import_taxol_file(HC + "_D2_field_1_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D2_field_2_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D2_field_3_level_1.csv")) +
+    trim_taxol(import_taxol_file(HC + "_D2_field_4_level_1.csv"))]
+
+    return untreated, taxol_05, taxol_1, taxol_15, taxol_2, taxol_25, taxol_3, taxol_4
diff --git a/lineage/plotTree.py b/lineage/plotTree.py
index 3d7d36b9a..bf85509a4 100644
--- a/lineage/plotTree.py
+++ b/lineage/plotTree.py
@@ -92,9 +92,11 @@ def plotLineage(lineage, axes, censor=True, color=True):
         else:
             length = root.obs[2]
         assert np.isfinite(length)
-    else:  # the lineage starts from S/G2 phase
+    elif np.isfinite(root.obs[5]):  # the lineage starts from S/G2 phase
         length = root.obs[3]
         assert np.isfinite(length)
+    else:
+        length=0.01
     a = [Clade(length)]
 
     # input the root cell
@@ -487,6 +489,10 @@ def draw_clade(clade, x_start, color, lw):
     axes.set_ylabel("taxa")
     # Add margins around the tree to prevent overlapping the axes
     xmax = max(x_posns.values())
+    if xmax <= 1.0:
+        xmax = 1.0
+    else:
+        pass
     axes.set_xlim(-0.05 * xmax, 1.25 * xmax)
     # Also invert the y-axis (origin at the top)
     # Add a small vertical margin, but avoid including 0 and N+1 on the y axis
diff --git a/output/figureS18.svg b/output/figureS18.svg
new file mode 100644
index 000000000..f02105279
--- /dev/null
+++ b/output/figureS18.svg
@@ -0,0 +1,18987 @@
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+   <cc:Work>
+    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
+    <dc:date>2023-01-12T10:53:03.790247</dc:date>
+    <dc:format>image/svg+xml</dc:format>
+    <dc:creator>
+     <cc:Agent>
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+ <defs>
+  <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
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