diff --git a/db.db b/db.db
new file mode 100644
index 0000000..8e2569d
Binary files /dev/null and b/db.db differ
diff --git a/location_text_count.csv b/location_text_count.csv
index 2382b4b..ee4c230 100644
--- a/location_text_count.csv
+++ b/location_text_count.csv
@@ -1,4 +1,4 @@
-id,place,x,y,count_of_texts
+id,place,x,y,count_of_texts
 894089,Sippar,44.253809,33.059195,2428
 912950,Abu Salabikh,45.054494428,32.2526542346,423
 874621,Ninua,43.151937,36.358684,41981
diff --git a/ratios.py b/ratios.py
new file mode 100644
index 0000000..5911c44
--- /dev/null
+++ b/ratios.py
@@ -0,0 +1,32 @@
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objects as go
+
+# Read the CSV file into a Pandas DataFrame
+file_path = "texts_by_period_and_location_saparated_by_periods_in_columns.csv"
+df = pd.read_csv(file_path)
+
+# Define the columns to summarize
+columns_to_summarize = ["ancient", "old", "middle", "new", "late"]
+
+# Group the data by the "place" column and calculate sums within each group
+grouped = df.groupby("place")[columns_to_summarize].sum().reset_index()
+
+# Create a bar chart using Plotly
+fig = go.Figure()
+
+# Add a bar trace for each category
+for col in columns_to_summarize:
+    fig.add_trace(go.Bar(x=grouped["place"], y=grouped[col], name=col))
+
+# Customize the layout
+fig.update_layout(
+    title="Summary of Categories by Place with Filtering",
+    xaxis_title="Place",
+    yaxis_title="Total Count",
+    xaxis=dict(categoryorder='total descending'),
+    barmode='group'
+)
+
+# Show the interactive graph
+fig.show()
diff --git a/texts_by_period_and_location.csv b/texts_by_period_and_location.csv
index cc6c4da..4ea6d23 100644
--- a/texts_by_period_and_location.csv
+++ b/texts_by_period_and_location.csv
@@ -1,4 +1,4 @@
-provenience,pperiod,x,y,count
+provenience,pperiod,x,y,count
 Dur-Šarrukin,3,43.228261,36.510016,5
 Larsa,2,45.853611,31.285833,287
 Adab,3,45.628335,31.951644,12
diff --git a/texts_by_period_and_location_saparated_by_periods_in_columns.csv b/texts_by_period_and_location_saparated_by_periods_in_columns.csv
new file mode 100644
index 0000000..3aa1aac
--- /dev/null
+++ b/texts_by_period_and_location_saparated_by_periods_in_columns.csv
@@ -0,0 +1,198 @@
+place,x,y,ancient,old,middle,new,late,sum
+Sippar,44.253809,33.059195,42,307,19,1979,81,2428
+Abu Salabikh,45.05449443,32.25265423,423,,,,,423
+Ninua,43.151937,36.358684,5,85,530,41361,,41981
+Girsu,46.175712,31.576909,4191,17,,,,4208
+Aššur,43.252949,35.526848,18,616,2849,6673,,10156
+Nagar,41.0703913,36.6687803,17,,1,,,18
+Akhetaten,30.899569,27.645956,,,765,,,765
+Lagaš,46.40836,31.420485,197,,,,,197
+Argištiḫinili,44.04,40.15,,,,49,,49
+Tell Agrab,44.87428506,33.3391862,9,,,,,9
+Assyria,43.2,36.2,,36,24,175,,235
+Rusahinili Eidurukai,43.2485,38.661167,,,,194,,194
+Bad-Tibira,46,31.766667,15,4,,,,19
+Borsippa,44.344757,32.390721,,3,6,155,4,168
+Larsa,45.853611,31.285833,17,287,5,59,3,371
+Sippar Amnanum,44.298871,33.099559,2,26,,,,28
+Ešnunna,44.7247598,33.4873408,39,163,,,,202
+Nerebtum,44.583333,33.3,,43,,,,43
+Umma,45.9,31.65,311,10,,,,321
+Egypt,30.802498,26.820553,,,5,,,5
+Tell al-Ubaid,46.030628,30.9723062,36,,,,,36
+Diqdiqqah,46.11862957,30.97454762,70,11,,,,81
+Šaduppum,44.466548,33.309745,3,303,,,,306
+Puzriš-Dagan,45.29101,32.06236,517,,,,,517
+Babylonia,44.5,32.5,3,35,21,227,23,309
+Atmannu,43.681395,35.38201,,,37,,,37
+Daskyleion,28.062536,40.138708,,,,12,,12
+Tell Hammam,39.026003,36.521038,4,3,,,,7
+Altıntepe,39.6479773,39.6978948,,,,11,,11
+Van Kalesi,43.38,38.494166,,,,122,,122
+Rusahinili Qilbanikai,43.4038002,38.5205001,,,,65,,65
+Edremit,43.276591,38.422069,,,,15,,15
+Patnos,42.866666,39.233333,,,,41,,41
+Başkale,44.0180863,38.0444545,,,,4,,4
+Isin,45.267191,31.920259,21,302,18,5,,346
+Kalḫu,43.3275,36.099167,,,7,6682,,6689
+Ḫattuša,34.615278,40.019722,,1,393,,,394
+Tarbisu,43.077311,36.4087884,,,,129,,129
+Ḫarbe,39.498189,36.6465219,,,194,,,194
+Ḫadatu,38.407778,36.848889,,,,27,,27
+Šibaniba,43.316666,36.433326,,,138,90,,228
+Tell al-Hawa,42.301984,36.747619,,,,25,,25
+Kizkapanlı,37.293138,37.37502,,,,8,,8
+Sabaʾa,40.65609,36.08196,,,,5,,5
+Pāra,41.491003,36.371137,,,,5,,5
+Til Barsip,38.1191944,36.6749623,,,,99,,99
+Lake Urmia,45.518417,37.086953,,,5,,,5
+Beisan,43.1044,36.4087,,,,2,,2
+Tulul al-Lak,43.263445,36.298266,,,,9,,9
+Judi Dagh,42.3288972,37.3923021,,,,31,,31
+Jerwan,43.393475,36.669779,,,,45,,45
+Tikrit,43.698871,34.581814,,,,9,,9
+Arbail,44.00924,36.191265,,,,3,,3
+Kaḫat,41.1270848,36.73900024,,,7,6,,13
+Ugarit,35.780703,35.610222,,1,195,,,196
+Sur Jarʾa,42.20561,34.311256,,,,74,,74
+Ḫursagkalama,44.5993371,32.5407858,1,4,,2,,7
+ʾAna,41.978974,34.469451,,,,28,,28
+Eridu,45.96982,30.821525,65,9,,,,74
+Seleucia,44.520378,33.094346,,,,8,,8
+Dur-Šarrukin,43.228261,36.510016,,5,5,461,,471
+Tema,38.549681,27.622821,,,,36,,36
+Ḫarran,39.031184,36.864682,,,,69,,69
+Maškan-šapir,45.3067537,32.2285887,,5,,,,5
+Kabnak,48.32896632,32.08077487,,,26,,,26
+Kavuncu,43.4767586,38.5124956,,,,4,,4
+Der,45.947885,33.109452,,5,,,,5
+Nahr el-Kelb,35.598922,33.956087,,,,17,,17
+Dohok,42.918763,36.858746,,,,5,,5
+Negub Tunnel,43.405813,36.022095,,,,9,,9
+Tutub,44.55662,33.354728,48,12,,,,60
+Terqa,40.568065,34.923106,,13,,5,,18
+el-Ghab,36.356,35.587,,,,8,,8
+Dilbat,44.466967,32.295211,,2,,12,,14
+Kār-Tukultī-Ninurta,43.268593,35.496419,,,124,,,124
+Tigris Tunnel,40.5475,38.529722,,,5,20,,25
+Kilizu,43.751839,36.105774,,,,77,,77
+Luristan,48.4,33.6,3,,141,50,,194
+Tell Zurghul,46.714373,31.403458,36,,,,,36
+Zabalam,45.8777935,31.7434653,7,16,,,,23
+Gubla,35.645732,34.119026,1,2,,5,,8
+Turlu Höyük,37.069119,37.758916,,,,6,,6
+Teišebaini,44.4502581,40.1551476,,,,290,,290
+Sardurihinili,43.45988598,38.35266151,,,,63,,63
+Ecbatana,48.512209,34.799294,,,,36,,36
+Pasargadae,53.1684426,30.1930914,,,,15,,15
+Elvend,48.43661,34.759872,,,,6,,6
+El-Khargeh,30.553476,25.438054,,,,3,,3
+Pārśa,52.889437,29.93534033,,,,189,,189
+Suez,31.51108534,30.57238231,,,,18,,18
+Persia,51.5,30.5,,,,72,,72
+Tell Mozan (Urkesh),40.99775813,37.05784015,1,,,,,1
+Alalakh,36.38346384,36.2384509,,17,10,1,,28
+Ashdod,34.652079,31.765635,,,,6,,6
+Bavian,43.420619,36.76194,,,,21,,21
+Carchemish,38.013529,36.829505,,,,19,,19
+Dunnu-ša-Uzībi,40.7499196,37.816986,,,30,,,30
+Hazor,35.56813718,33.01746213,,,3,,,3
+Ašqelon,34.545947,31.6659785,,,2,,,2
+Šapinuwa,35.25,40.266667,,,2,,,2
+El-Qitar,38.18072422,36.38403625,,,2,,,2
+Tell Jidr,45.725183,31.815617,3,,,,,3
+Tell el-Ḥesi,34.7307012,31.5471245,,,2,,,2
+Sūr-marrati,43.876735,34.200116,2,,,15,,17
+Mê-Turan,45.095015,34.225642,1,64,,26,,91
+Ḫaradum,41.6,34.433333,,1,4,,,5
+Dūr-Katlimmu,40.740208,35.643628,,,167,659,,826
+Qatara,42.45005691,36.25699083,,20,122,5,,147
+Apqu-ša-Adad,42.597299,36.429708,,,5,20,,25
+Selaʾ,35.726658,30.750217,,,,6,,6
+Kaniš,35.63486,38.85093,,23,,,,23
+Ṭabatum,40.78481,36.364184,,4,22,,,26
+Jemdet Nasr,44.77963319,32.71821045,4,,,,,4
+Ben Shemen,34.9249,31.954,,,,8,,8
+Diniktum,44.482146,33.29375,,4,,,,4
+Sar-i-pul-i-Zohāb,65.927298,36.225626,,4,,,,4
+Tell al-Dibaʾi,45.516946,31.6932,,5,,,,5
+Mila Mergi,42.9135,37.0058333,,,,9,,9
+Unqi,36.376389,36.2475,,,,27,,27
+Kibbutz Hamaʿapil,34.983333,32.377778,,,,9,,9
+Kurkh,40.539708,37.825989,,,,9,,9
+Babil,42.027333,37.18775,,,,5,,5
+Imgur-Enlil,43.414221,36.221946,,,,302,,302
+Šadikanni,40.720582,36.208061,,,,6,,6
+Padakku,40.467002,25.97861,,,,6,,6
+Dawali,41.992053,34.453904,,,,4,,4
+Glaiʾa,42.211404,34.302925,,,,8,,8
+Tell Biʾa (Tuttul),39.0472663,35.95804988,,1,,,,1
+Samʾal,36.678477,37.102208,,,,15,,15
+Syria,37.051252,36.150945,,,,6,,6
+Dur-Kurigalzu,44.201763,33.354401,,,22,10,,32
+Wadi Bastura Tunnel,44.1158443,36.3516938,,,,6,,6
+Kenk Boǧazı,37.8543333,37.2416667,,,,4,,4
+Antakya,36.137399,36.182294,,,,4,,4
+Brissa,36.310844,34.432209,,,,8,,8
+Mardin,40.739222,37.319049,,4,,,,4
+Yoncali,42.187778,39.128611,,,5,,,5
+Kermanshah,47.5,34.5,,3,,,,3
+Larnaka,33.633337,34.916662,,,,5,,5
+Tunip,36.4,35.2833333,,,,6,,6
+Arslantepe (Melidu),38.382217,38.361152,,,,20,,20
+Tang-i Var,46.623466,35.0123977,,,,6,,6
+Qalʾeh-i Imam,46.1758797,35.4913372,,,,6,,6
+Sāmerīna,35.190436,32.276529,,,,6,,6
+Tell Baradan,45.063962,34.238641,,,,6,,6
+Aliler,43.4991276,38.8439399,,,,4,,4
+Kars,43.10403027,40.60134912,,,,4,,4
+Garni,44.72767453,40.11469767,,,,4,,4
+Gazandži,44.026552,40.0067314,,,,4,,4
+Hamam,41.2727638,39.9063215,,,,4,,4
+Habıbuşağı,38.793772,38.433449,,,,4,,4
+Džanfida,44.02456738,40.04420031,,,,4,,4
+Bingöl Dağ,41.5,39.5,,,,4,,4
+Bastam,44.893607,38.891105,,,,66,,66
+Zvartnots,44.336575,40.159714,,,,4,,4
+Erek Dağ,43.4938043,38.4537563,,,,4,,4
+Bitlis,42.116666,38.4,,,,2,,2
+Behistun,47.454353,34.393528,,,,36,,36
+Gherla,23.899912,47.019833,,,,3,,3
+Naqš-i-Rustam,52.87465819,29.98873469,,,,18,,18
+Zawiya,42.175323,34.292103,,,,5,,5
+Pasinler,41.6662835,39.984743,,,,4,,4
+Hillah,44.433333,32.483333,,1,,,,1
+Dura-Europus,40.73002886,34.74754662,,1,,,,1
+Acem Höyük,33.833806,38.4097631,,3,,,,3
+Firakdin,35.623396,38.253654,,1,,,,1
+Shir as-Sanam,36.26839,34.52795,,,,2,,2
+Tell Sabi Abyad,39.09153,36.505714,,,27,,,27
+Larak,45.66028572,32.31245586,8,,,,,8
+Kalmakarra Cave,47.3796339,33.0010272,,,,7,,7
+Waššukanni,40.0709816,36.8425922,,,27,5,,32
+Kissik,46.3341009,30.8348232,4,1,,13,,18
+Marad,44.78567,32.070556,,1,1,17,,19
+Zalu-Ab,46.905556,33.026389,,,,4,,4
+Judeideh,42.028552,34.3887,,,,4,,4
+Idu,44.697222,35.878056,,,,5,,5
+Ekalte,38.1299921,36.2194381,2,,2,,,4
+Tell Bazmusian,44.924366,36.161481,,,14,,,14
+Kastri island,22.981207,36.267241,,1,,,,1
+Megiddo,35.185167,32.579667,,,1,,,1
+Adab,45.628335,31.951644,184,12,12,,,208
+Babylon,44.422236,32.543395,7,208,57,2608,2223,5103
+Uruk,45.638752,31.32446,1476,892,18,2731,780,5897
+Šuruppak,45.5097359,31.7778493,202,2,,,,204
+Nuzi,44.25493969,35.36989757,2,,16,,,18
+Susa,48.257787,32.189217,160,385,2,168,,715
+Kiš,44.585271,32.551977,35,207,15,1110,5,1372
+Mari,40.889225,34.550398,121,193,,,,314
+Ebla,36.7983658,35.79904468,623,1,,,,624
+Ur,46.104748,30.96158,1189,1403,63,516,2,3173
+Nippur,45.230832,32.126944,1259,11893,552,584,4,14292
+Huzirina,38.9061,37.05,,,,1506,,1506
+Emar,38.11099765,35.98702031,,1,486,1,,488
+Dilmun,49.21475846,27.76062744,,4,2,,,6
+Kišesim,48.5924864,33.3322314,,,,5,,5
+Dūr-Bēl-Harrān-bēlī-uṣur,42.1622211,36.2145244,,,,5,,5
+Šubat-Enlil,41.505096,36.958877,,22,,,,22