diff --git a/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy b/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy
new file mode 100644
index 0000000..6c1099e
Binary files /dev/null and b/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy differ
diff --git a/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy_model_solutions_20.dat b/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy_model_solutions_20.dat
new file mode 100644
index 0000000..97e7e8e
--- /dev/null
+++ b/HC3N_TP_7m_12m_feather/stage_2/s2.10.scousepy_model_solutions_20.dat
@@ -0,0 +1,492 @@
+ncomps	x	y	amplitude	err amplitude	shift	err shift	width	err width	rms	residual	chisq	dof	redchisq	aic
+2.0	188.0	380.0	2.5883976259093533	0.04244702261516835	33.17493070844517	0.12140804024673083	6.411874112009578	0.12145333754584374	0.06609782858909316	0.07976562087718943	185.87081886014693	119.0	1.561939654286949	-616.8507097495602
+2.0	188.0	380.0	0.7468027574044951	0.04869487370910251	65.75043341735453	0.3667897053370603	4.8722350354960815	0.3669056478121768	0.06609782858909316	0.07976562087718943	185.87081886014693	119.0	1.561939654286949	-616.8507097495602
+4.0	198.0	380.0	0.3685571606020306	0.06447338517678747	54.31200742632321	0.8378614979646725	3.189078507023507	0.9463943853005853	0.06209251858919956	0.07731852064973938	193.90646111488465	113.0	1.7159863815476517	-613.113960154902
+4.0	198.0	380.0	0.28571902191279513	0.10901577904676824	30.582461467785233	0.5535899024932245	1.2939207139074629	0.7105439949072594	0.06209251858919956	0.07731852064973938	193.90646111488465	113.0	1.7159863815476517	-613.113960154902
+4.0	198.0	380.0	2.0947821330319822	0.04448551997624312	37.26297268233211	0.26162761210208385	7.820682216392168	0.23447482300775038	0.06209251858919956	0.07731852064973938	193.90646111488465	113.0	1.7159863815476517	-613.113960154902
+4.0	198.0	380.0	0.8110743617278795	0.05455736928906586	65.74250388868755	0.41075350928924903	3.950552270314426	0.4352934025578109	0.06209251858919956	0.07731852064973938	193.90646111488465	113.0	1.7159863815476517	-613.113960154902
+1.0	268.0	380.0	2.344994628108011	0.07130772194498754	52.784943609669696	0.17556127754075002	4.999607453196784	0.1755610945224185	0.10750790072255936	0.11683902969598398	158.5480643295563	122.0	1.2995742977832483	-521.8297278769946
+3.0	278.0	380.0	0.21843480346570843	0.11820234674047381	15.607571175689447	9.397601940938792	5.684378039814041	6.008191498208598	0.07472126058704087	0.0954729778534892	227.33153335084486	116.0	1.959754597852111	-554.1704719529955
+3.0	278.0	380.0	0.24217949398893132	0.35343227460415944	24.37126368166812	3.067746163930124	3.357678915179017	2.6855914356302653	0.07472126058704087	0.0954729778534892	227.33153335084486	116.0	1.959754597852111	-554.1704719529955
+3.0	278.0	380.0	2.553598988571766	0.0574109089753447	53.82515924593367	0.14586866420825134	5.618933115855609	0.14587174304582803	0.07472126058704087	0.0954729778534892	227.33153335084486	116.0	1.959754597852111	-554.1704719529955
+5.0	288.0	380.0	0.17016096505030326	0.06597855710137682	16.177354079672742	8.540033359306173	7.051164306354158	5.796517238716918	0.07116338131182699	0.07136138070249921	138.23415826463278	110.0	1.2566741660421161	-613.711141729066
+5.0	288.0	380.0	0.3164067080002181	0.1848458056697151	28.123900307247844	2.1714494021429256	4.4367543707218555	1.629842834690343	0.07116338131182699	0.07136138070249921	138.23415826463278	110.0	1.2566741660421161	-613.711141729066
+5.0	288.0	380.0	2.198775359015892	0.4374869486861329	51.16094085628601	0.7943179620659759	3.8378720427510373	0.35954723173325365	0.07116338131182699	0.07136138070249921	138.23415826463278	110.0	1.2566741660421161	-613.711141729066
+5.0	288.0	380.0	1.9879849878287381	0.20199261700701296	59.80863596745602	1.1863735102952666	4.670685309115321	0.8926649233618723	0.07116338131182699	0.07136138070249921	138.23415826463278	110.0	1.2566741660421161	-613.711141729066
+5.0	288.0	380.0	0.3204145126952634	0.07018697536460927	72.45947193547443	1.0805454346912284	2.9368068525499544	0.9561529810286326	0.07116338131182699	0.07136138070249921	138.23415826463278	110.0	1.2566741660421161	-613.711141729066
+2.0	298.0	380.0	0.44036334551372086	0.09430206019547507	29.238047103300996	0.9044642958931844	3.644396970864709	0.9076310242610985	0.0832092196732425	0.12467592444621008	328.8977633227592	119.0	2.763846750611422	-487.9582646477833
+2.0	298.0	380.0	3.173960095119607	0.06409964769400306	57.57150340843279	0.1846553601462654	7.9241136876636205	0.18633774320680846	0.0832092196732425	0.12467592444621008	328.8977633227592	119.0	2.763846750611422	-487.9582646477833
+3.0	308.0	380.0	1.5159596014315204	0.5677174800954514	49.110283064878665	0.6008562875010478	2.212632976345291	0.41442686350777996	0.11858072846544823	0.09861773386379319	111.12507906117406	116.0	0.9579748194928799	-528.182273479895
+3.0	308.0	380.0	2.6883729451895286	0.6047810702163938	55.34173515599599	0.5517040959812352	3.511301892791396	0.9709913786206846	0.11858072846544823	0.09861773386379319	111.12507906117406	116.0	0.9579748194928799	-528.182273479895
+3.0	308.0	380.0	2.9920928751796816	0.3052435915821539	63.95777202427525	1.1672837238209823	5.006848162990907	0.6131615630243162	0.11858072846544823	0.09861773386379319	111.12507906117406	116.0	0.9579748194928799	-528.182273479895
+3.0	318.0	380.0	0.3046479127903381	0.1568655166569238	26.817618918069805	1.497022150879908	1.7473325808738283	1.4600255313323516	0.06643161741124895	0.14062455831229392	580.9414702607376	116.0	5.008116122937393	-466.2882907557942
+3.0	318.0	380.0	0.40041265460539477	0.12939453519864613	32.876988882796134	1.3738668715808988	2.357107003641675	1.3846895973220044	0.06643161741124895	0.14062455831229392	580.9414702607376	116.0	5.008116122937393	-466.2882907557942
+3.0	318.0	380.0	4.369349222340996	0.07122076330374146	60.84613429160733	0.13887063541902223	7.379442696373712	0.13901454355197745	0.06643161741124895	0.14062455831229392	580.9414702607376	116.0	5.008116122937393	-466.2882907557942
+4.0	328.0	380.0	0.2941392241492343	0.1125431606380177	27.0576272807509	1.026243573616674	1.7866704190290634	1.0207062691770006	0.07699131022378292	0.0917144091728768	213.14455567156563	113.0	1.8862350059430586	-547.5228572298236
+4.0	328.0	380.0	0.4888317820191193	0.08323849558056062	34.04381976108643	0.8367797072390626	2.9245501308695023	0.8801246963617315	0.07699131022378292	0.0917144091728768	213.14455567156563	113.0	1.8862350059430586	-547.5228572298236
+4.0	328.0	380.0	3.6672277928523025	0.21100371275464574	56.21038586460449	0.4836670794608035	4.2912727411141836	0.2750513645793432	0.07699131022378292	0.0917144091728768	213.14455567156563	113.0	1.8862350059430586	-547.5228572298236
+4.0	328.0	380.0	4.9270267521767765	0.2247452351228882	65.44648016203344	0.34923198549845635	4.197997485216279	0.19596297190215323	0.07699131022378292	0.0917144091728768	213.14455567156563	113.0	1.8862350059430586	-547.5228572298236
+3.0	338.0	380.0	0.41456892170427806	0.0664579269041278	33.04949391886059	0.8342301193723801	4.503699782600953	0.8344835497750236	0.09566609564934263	0.08961391770764492	149.01090324082173	116.0	1.2845767520760494	-545.1943950315042
+3.0	338.0	380.0	2.6610042983039355	0.16265401238388616	54.9497568970472	0.22712541123038768	2.8876156705456903	0.1767659494010723	0.09566609564934263	0.08961391770764492	149.01090324082173	116.0	1.2845767520760494	-545.1943950315042
+3.0	338.0	380.0	6.803756060150734	0.07471204501103003	63.819979039466624	0.14120694925009997	4.452590506034079	0.11619850135365732	0.09566609564934263	0.08961391770764492	149.01090324082173	116.0	1.2845767520760494	-545.1943950315042
+3.0	348.0	380.0	0.3261746824557346	0.15745772445882517	27.848483642508878	1.4081716594411038	1.9999890077477631	1.3365292755993354	0.07785602096444066	0.1531528765087789	493.32996049364516	116.0	4.252844487014182	-447.0502303950649
+3.0	348.0	380.0	0.34585565276932534	0.11717637791386555	36.05902469280392	1.7936259004164004	3.4228292493515875	1.9340094533454786	0.07785602096444066	0.1531528765087789	493.32996049364516	116.0	4.252844487014182	-447.0502303950649
+3.0	348.0	380.0	7.440390324103519	0.09255525210613585	62.93930510510132	0.07316326298000234	5.093577354584191	0.07316743777764903	0.07785602096444066	0.1531528765087789	493.32996049364516	116.0	4.252844487014182	-447.0502303950649
+2.0	358.0	380.0	0.3315165237977711	0.10798677169264391	34.32590111635724	1.4676534712535738	3.902020707236537	1.4676893869302938	0.07658244631691109	0.156781592726412	545.4651473219225	119.0	4.583740733797668	-445.46933597115407
+2.0	358.0	380.0	6.846684864848873	0.09333524495444505	63.31081751415422	0.08221920152963458	5.2232511296357265	0.0822215315534112	0.07658244631691109	0.156781592726412	545.4651473219225	119.0	4.583740733797668	-445.46933597115407
+3.0	368.0	380.0	0.3142940741604299	0.1251093761167089	34.0743743930595	1.6791067035566443	3.646828689369287	1.6791091177942221	0.0669967380709511	0.17698960264034527	872.558514333464	116.0	7.5220561580471035	-413.32312172181145
+3.0	368.0	380.0	5.214749556920349	0.10333589721733663	62.121945109667735	0.1224758121544896	5.3530260668373515	0.12252737796783236	0.0669967380709511	0.17698960264034527	872.558514333464	116.0	7.5220561580471035	-413.32312172181145
+3.0	368.0	380.0	0.4925247814395231	0.16913582727599089	83.95929492233716	0.7901046422095449	1.9824716155796942	0.7822007453481891	0.0669967380709511	0.17698960264034527	872.558514333464	116.0	7.5220561580471035	-413.32312172181145
+3.0	378.0	380.0	0.29411770740959725	0.0662426983421599	32.46449687573039	1.423833169522093	5.47545997547899	1.4252730076737534	0.06053523594112535	0.09899202360286637	449.0976608886703	116.0	3.871531559385089	-521.7013711246066
+3.0	378.0	380.0	4.044832223328972	0.07311368569799438	59.93149210139503	0.093803542466815	4.4941656601104	0.09388642909711561	0.06053523594112535	0.09899202360286637	449.0976608886703	116.0	3.871531559385089	-521.7013711246066
+3.0	378.0	380.0	0.65819738372663	0.09288653907040952	85.49695497281716	0.4535302356533203	2.7831735178284664	0.45353069190064615	0.06053523594112535	0.09899202360286637	449.0976608886703	116.0	3.871531559385089	-521.7013711246066
+2.0	388.0	380.0	3.2737189862864176	0.09854968721926034	59.54452648816347	0.12732101795732628	3.6623483167722943	0.12732059552453617	0.07574285316479276	0.11768640437951992	435.9388942889144	119.0	3.6633520528480203	-476.2423890801148
+2.0	388.0	380.0	0.6343812630485305	0.10857994659323549	86.59283128104488	0.5963237730902088	3.017173040369431	0.5963231945778583	0.07574285316479276	0.11768640437951992	435.9388942889144	119.0	3.6633520528480203	-476.2423890801148
+4.0	398.0	380.0	1.380078656946543	0.11942707395353551	56.1068114434427	0.5521883815098699	7.1040583795467835	0.4044711862740729	0.03723246951494839	0.10757825251056756	1191.7292914057318	113.0	10.546276915094971	-514.0019287085762
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+4.0	398.0	380.0	0.4464547626642451	0.08073137456478327	87.36322988644417	0.7929903492789342	3.7975955365033807	0.7933618342963066	0.03723246951494839	0.10757825251056756	1191.7292914057318	113.0	10.546276915094971	-514.0019287085762
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+4.0	408.0	380.0	3.356864206326774	0.07170267736296519	53.828521937727004	0.14738130357368692	3.1905468986816503	0.1403455441260239	0.06260125651533605	0.09033743618980201	261.6139346784152	113.0	2.3151675635257982	-573.6372494534971
+4.0	408.0	380.0	3.5491554333526225	0.10568040598210318	61.14175507934912	0.104860811224261	2.160892622802316	0.09023731007799193	0.06260125651533605	0.09033743618980201	261.6139346784152	113.0	2.3151675635257982	-573.6372494534971
+4.0	408.0	380.0	0.35887778483340993	0.09718832670120743	71.8727436928938	0.5734741033593176	1.8008567452974735	0.589458730207845	0.06260125651533605	0.09033743618980201	261.6139346784152	113.0	2.3151675635257982	-573.6372494534971
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+3.0	418.0	380.0	4.878869197910665	0.12003481585644056	52.92901304699766	0.15563371022908185	2.866003875004763	0.13907513947249794	0.06918019498956607	0.14236104083721393	537.1471886576857	116.0	4.630579212566255	-465.9501450842155
+3.0	418.0	380.0	4.837483980863419	0.1262990027068025	60.774805915873785	0.1506269779739352	2.711742859303824	0.1348093937790239	0.06918019498956607	0.14236104083721393	537.1471886576857	116.0	4.630579212566255	-465.9501450842155
+3.0	418.0	380.0	0.35739158506315294	0.0920663842953895	77.37162980486272	1.3342660937965463	4.480430034021632	1.3653752260747711	0.06918019498956607	0.14236104083721393	537.1471886576857	116.0	4.630579212566255	-465.9501450842155
+3.0	428.0	380.0	6.046048133299306	0.12218178228114414	51.94922129108516	0.13645572610906354	3.0166054478837623	0.10971543509741644	0.07660210777822093	0.12940711183371245	361.9496335063344	116.0	3.1202554612615034	-489.8185377301184
+3.0	428.0	380.0	6.317541320415318	0.10796733133059022	60.37701929845852	0.13743322373835395	3.2667189391138747	0.11823356911106256	0.07660210777822093	0.12940711183371245	361.9496335063344	116.0	3.1202554612615034	-489.8185377301184
+3.0	428.0	380.0	0.494884764675482	0.09819015809873347	75.54659482398698	0.7477155035303943	3.248378996843863	0.7643360902756569	0.07660210777822093	0.12940711183371245	361.9496335063344	116.0	3.1202554612615034	-489.8185377301184
+3.0	438.0	380.0	7.1704098124400115	0.2270226442331034	50.53439861043262	0.10711821763602723	2.8654037366194416	0.0854607487386808	0.10500352693117451	0.1323485923487952	211.291698610724	116.0	1.821480160437276	-478.2593800845262
+3.0	438.0	380.0	6.410336278852033	0.09546581562314788	59.48770453698981	0.20283943763133966	4.619738906613038	0.17382710703093834	0.10500352693117451	0.1323485923487952	211.291698610724	116.0	1.821480160437276	-478.2593800845262
+3.0	438.0	380.0	0.46271306514760613	0.10849668451099058	76.77388013604461	0.8006077611780775	2.9025218233954035	0.8164705368476455	0.10500352693117451	0.1323485923487952	211.291698610724	116.0	1.821480160437276	-478.2593800845262
+2.0	448.0	380.0	6.553223478541092	0.5452574780989868	50.13196002834601	0.1103707710071049	2.687359546104205	0.16227979150768285	0.1401985658220739	0.1858675669537773	245.23883575083804	119.0	2.0608305525280506	-394.2221643060726
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diff --git a/run_scouse_chunks.py b/run_scouse_chunks.py
index d24cbdc..4e04d91 100644
--- a/run_scouse_chunks.py
+++ b/run_scouse_chunks.py
@@ -5,8 +5,8 @@
 outputdir='./'
 filename='HC3N_TP_7m_12m_feather' # note we remove the fits extension
 
-s1file='s1.16.scousepy' # You will need to update these accordingly!!
-s2file='s2.16.scousepy' # You will need to update these accordingly!!
+s1file='s1.10.scousepy' # You will need to update these accordingly!!
+s2file='s2.10.scousepy' # You will need to update these accordingly!!
 
 # Run first two stages - stage 1 should simply load up the scouse file
 # stage 2 will open the fitter.