dynamic graph

This commit is contained in:
2023-10-17 18:30:13 +03:00
parent 1daec59fbc
commit 36b5b92a97
5 changed files with 232 additions and 2 deletions

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db.db Normal file

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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
1 id place x y count_of_texts
2 894089 Sippar 44.253809 33.059195 2428
3 912950 Abu Salabikh 45.054494428 32.2526542346 423
4 874621 Ninua 43.151937 36.358684 41981

32
ratios.py Normal file
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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()

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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
1 provenience pperiod x y count
2 Dur-Šarrukin 3 43.228261 36.510016 5
3 Larsa 2 45.853611 31.285833 287
4 Adab 3 45.628335 31.951644 12

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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
1 place x y ancient old middle new late sum
2 Sippar 44.253809 33.059195 42 307 19 1979 81 2428
3 Abu Salabikh 45.05449443 32.25265423 423 423
4 Ninua 43.151937 36.358684 5 85 530 41361 41981
5 Girsu 46.175712 31.576909 4191 17 4208
6 Aššur 43.252949 35.526848 18 616 2849 6673 10156
7 Nagar 41.0703913 36.6687803 17 1 18
8 Akhetaten 30.899569 27.645956 765 765
9 Lagaš 46.40836 31.420485 197 197
10 Argištiḫinili 44.04 40.15 49 49
11 Tell Agrab 44.87428506 33.3391862 9 9
12 Assyria 43.2 36.2 36 24 175 235
13 Rusahinili Eidurukai 43.2485 38.661167 194 194
14 Bad-Tibira 46 31.766667 15 4 19
15 Borsippa 44.344757 32.390721 3 6 155 4 168
16 Larsa 45.853611 31.285833 17 287 5 59 3 371
17 Sippar Amnanum 44.298871 33.099559 2 26 28
18 Ešnunna 44.7247598 33.4873408 39 163 202
19 Nerebtum 44.583333 33.3 43 43
20 Umma 45.9 31.65 311 10 321
21 Egypt 30.802498 26.820553 5 5
22 Tell al-Ubaid 46.030628 30.9723062 36 36
23 Diqdiqqah 46.11862957 30.97454762 70 11 81
24 Šaduppum 44.466548 33.309745 3 303 306
25 Puzriš-Dagan 45.29101 32.06236 517 517
26 Babylonia 44.5 32.5 3 35 21 227 23 309
27 Atmannu 43.681395 35.38201 37 37
28 Daskyleion 28.062536 40.138708 12 12
29 Tell Hammam 39.026003 36.521038 4 3 7
30 Altıntepe 39.6479773 39.6978948 11 11
31 Van Kalesi 43.38 38.494166 122 122
32 Rusahinili Qilbanikai 43.4038002 38.5205001 65 65
33 Edremit 43.276591 38.422069 15 15
34 Patnos 42.866666 39.233333 41 41
35 Başkale 44.0180863 38.0444545 4 4
36 Isin 45.267191 31.920259 21 302 18 5 346
37 Kalḫu 43.3275 36.099167 7 6682 6689
38 Ḫattuša 34.615278 40.019722 1 393 394
39 Tarbisu 43.077311 36.4087884 129 129
40 Ḫarbe 39.498189 36.6465219 194 194
41 Ḫadatu 38.407778 36.848889 27 27
42 Šibaniba 43.316666 36.433326 138 90 228
43 Tell al-Hawa 42.301984 36.747619 25 25
44 Kizkapanlı 37.293138 37.37502 8 8
45 Sabaʾa 40.65609 36.08196 5 5
46 Pāra 41.491003 36.371137 5 5
47 Til Barsip 38.1191944 36.6749623 99 99
48 Lake Urmia 45.518417 37.086953 5 5
49 Beisan 43.1044 36.4087 2 2
50 Tulul al-Lak 43.263445 36.298266 9 9
51 Judi Dagh 42.3288972 37.3923021 31 31
52 Jerwan 43.393475 36.669779 45 45
53 Tikrit 43.698871 34.581814 9 9
54 Arbail 44.00924 36.191265 3 3
55 Kaḫat 41.1270848 36.73900024 7 6 13
56 Ugarit 35.780703 35.610222 1 195 196
57 Sur Jarʾa 42.20561 34.311256 74 74
58 Ḫursagkalama 44.5993371 32.5407858 1 4 2 7
59 ʾAna 41.978974 34.469451 28 28
60 Eridu 45.96982 30.821525 65 9 74
61 Seleucia 44.520378 33.094346 8 8
62 Dur-Šarrukin 43.228261 36.510016 5 5 461 471
63 Tema 38.549681 27.622821 36 36
64 Ḫarran 39.031184 36.864682 69 69
65 Maškan-šapir 45.3067537 32.2285887 5 5
66 Kabnak 48.32896632 32.08077487 26 26
67 Kavuncu 43.4767586 38.5124956 4 4
68 Der 45.947885 33.109452 5 5
69 Nahr el-Kelb 35.598922 33.956087 17 17
70 Dohok 42.918763 36.858746 5 5
71 Negub Tunnel 43.405813 36.022095 9 9
72 Tutub 44.55662 33.354728 48 12 60
73 Terqa 40.568065 34.923106 13 5 18
74 el-Ghab 36.356 35.587 8 8
75 Dilbat 44.466967 32.295211 2 12 14
76 Kār-Tukultī-Ninurta 43.268593 35.496419 124 124
77 Tigris Tunnel 40.5475 38.529722 5 20 25
78 Kilizu 43.751839 36.105774 77 77
79 Luristan 48.4 33.6 3 141 50 194
80 Tell Zurghul 46.714373 31.403458 36 36
81 Zabalam 45.8777935 31.7434653 7 16 23
82 Gubla 35.645732 34.119026 1 2 5 8
83 Turlu Höyük 37.069119 37.758916 6 6
84 Teišebaini 44.4502581 40.1551476 290 290
85 Sardurihinili 43.45988598 38.35266151 63 63
86 Ecbatana 48.512209 34.799294 36 36
87 Pasargadae 53.1684426 30.1930914 15 15
88 Elvend 48.43661 34.759872 6 6
89 El-Khargeh 30.553476 25.438054 3 3
90 Pārśa 52.889437 29.93534033 189 189
91 Suez 31.51108534 30.57238231 18 18
92 Persia 51.5 30.5 72 72
93 Tell Mozan (Urkesh) 40.99775813 37.05784015 1 1
94 Alalakh 36.38346384 36.2384509 17 10 1 28
95 Ashdod 34.652079 31.765635 6 6
96 Bavian 43.420619 36.76194 21 21
97 Carchemish 38.013529 36.829505 19 19
98 Dunnu-ša-Uzībi 40.7499196 37.816986 30 30
99 Hazor 35.56813718 33.01746213 3 3
100 Ašqelon 34.545947 31.6659785 2 2
101 Šapinuwa 35.25 40.266667 2 2
102 El-Qitar 38.18072422 36.38403625 2 2
103 Tell Jidr 45.725183 31.815617 3 3
104 Tell el-Ḥesi 34.7307012 31.5471245 2 2
105 Sūr-marrati 43.876735 34.200116 2 15 17
106 Mê-Turan 45.095015 34.225642 1 64 26 91
107 Ḫaradum 41.6 34.433333 1 4 5
108 Dūr-Katlimmu 40.740208 35.643628 167 659 826
109 Qatara 42.45005691 36.25699083 20 122 5 147
110 Apqu-ša-Adad 42.597299 36.429708 5 20 25
111 Selaʾ 35.726658 30.750217 6 6
112 Kaniš 35.63486 38.85093 23 23
113 Ṭabatum 40.78481 36.364184 4 22 26
114 Jemdet Nasr 44.77963319 32.71821045 4 4
115 Ben Shemen 34.9249 31.954 8 8
116 Diniktum 44.482146 33.29375 4 4
117 Sar-i-pul-i-Zohāb 65.927298 36.225626 4 4
118 Tell al-Dibaʾi 45.516946 31.6932 5 5
119 Mila Mergi 42.9135 37.0058333 9 9
120 Unqi 36.376389 36.2475 27 27
121 Kibbutz Hamaʿapil 34.983333 32.377778 9 9
122 Kurkh 40.539708 37.825989 9 9
123 Babil 42.027333 37.18775 5 5
124 Imgur-Enlil 43.414221 36.221946 302 302
125 Šadikanni 40.720582 36.208061 6 6
126 Padakku 40.467002 25.97861 6 6
127 Dawali 41.992053 34.453904 4 4
128 Glaiʾa 42.211404 34.302925 8 8
129 Tell Biʾa (Tuttul) 39.0472663 35.95804988 1 1
130 Samʾal 36.678477 37.102208 15 15
131 Syria 37.051252 36.150945 6 6
132 Dur-Kurigalzu 44.201763 33.354401 22 10 32
133 Wadi Bastura Tunnel 44.1158443 36.3516938 6 6
134 Kenk Boǧazı 37.8543333 37.2416667 4 4
135 Antakya 36.137399 36.182294 4 4
136 Brissa 36.310844 34.432209 8 8
137 Mardin 40.739222 37.319049 4 4
138 Yoncali 42.187778 39.128611 5 5
139 Kermanshah 47.5 34.5 3 3
140 Larnaka 33.633337 34.916662 5 5
141 Tunip 36.4 35.2833333 6 6
142 Arslantepe (Melidu) 38.382217 38.361152 20 20
143 Tang-i Var 46.623466 35.0123977 6 6
144 Qalʾeh-i Imam 46.1758797 35.4913372 6 6
145 Sāmerīna 35.190436 32.276529 6 6
146 Tell Baradan 45.063962 34.238641 6 6
147 Aliler 43.4991276 38.8439399 4 4
148 Kars 43.10403027 40.60134912 4 4
149 Garni 44.72767453 40.11469767 4 4
150 Gazandži 44.026552 40.0067314 4 4
151 Hamam 41.2727638 39.9063215 4 4
152 Habıbuşağı 38.793772 38.433449 4 4
153 Džanfida 44.02456738 40.04420031 4 4
154 Bingöl Dağ 41.5 39.5 4 4
155 Bastam 44.893607 38.891105 66 66
156 Zvartnots 44.336575 40.159714 4 4
157 Erek Dağ 43.4938043 38.4537563 4 4
158 Bitlis 42.116666 38.4 2 2
159 Behistun 47.454353 34.393528 36 36
160 Gherla 23.899912 47.019833 3 3
161 Naqš-i-Rustam 52.87465819 29.98873469 18 18
162 Zawiya 42.175323 34.292103 5 5
163 Pasinler 41.6662835 39.984743 4 4
164 Hillah 44.433333 32.483333 1 1
165 Dura-Europus 40.73002886 34.74754662 1 1
166 Acem Höyük 33.833806 38.4097631 3 3
167 Firakdin 35.623396 38.253654 1 1
168 Shir as-Sanam 36.26839 34.52795 2 2
169 Tell Sabi Abyad 39.09153 36.505714 27 27
170 Larak 45.66028572 32.31245586 8 8
171 Kalmakarra Cave 47.3796339 33.0010272 7 7
172 Waššukanni 40.0709816 36.8425922 27 5 32
173 Kissik 46.3341009 30.8348232 4 1 13 18
174 Marad 44.78567 32.070556 1 1 17 19
175 Zalu-Ab 46.905556 33.026389 4 4
176 Judeideh 42.028552 34.3887 4 4
177 Idu 44.697222 35.878056 5 5
178 Ekalte 38.1299921 36.2194381 2 2 4
179 Tell Bazmusian 44.924366 36.161481 14 14
180 Kastri island 22.981207 36.267241 1 1
181 Megiddo 35.185167 32.579667 1 1
182 Adab 45.628335 31.951644 184 12 12 208
183 Babylon 44.422236 32.543395 7 208 57 2608 2223 5103
184 Uruk 45.638752 31.32446 1476 892 18 2731 780 5897
185 Šuruppak 45.5097359 31.7778493 202 2 204
186 Nuzi 44.25493969 35.36989757 2 16 18
187 Susa 48.257787 32.189217 160 385 2 168 715
188 Kiš 44.585271 32.551977 35 207 15 1110 5 1372
189 Mari 40.889225 34.550398 121 193 314
190 Ebla 36.7983658 35.79904468 623 1 624
191 Ur 46.104748 30.96158 1189 1403 63 516 2 3173
192 Nippur 45.230832 32.126944 1259 11893 552 584 4 14292
193 Huzirina 38.9061 37.05 1506 1506
194 Emar 38.11099765 35.98702031 1 486 1 488
195 Dilmun 49.21475846 27.76062744 4 2 6
196 Kišesim 48.5924864 33.3322314 5 5
197 Dūr-Bēl-Harrān-bēlī-uṣur 42.1622211 36.2145244 5 5
198 Šubat-Enlil 41.505096 36.958877 22 22