diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..68bc17f
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,160 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
diff --git a/Alappuzha.csv b/Archive/Alappuzha.csv
similarity index 100%
rename from Alappuzha.csv
rename to Archive/Alappuzha.csv
diff --git a/Ernakulam.csv b/Archive/Ernakulam.csv
similarity index 100%
rename from Ernakulam.csv
rename to Archive/Ernakulam.csv
diff --git a/Idukki.csv b/Archive/Idukki.csv
similarity index 100%
rename from Idukki.csv
rename to Archive/Idukki.csv
diff --git a/Kannur.csv b/Archive/Kannur.csv
similarity index 100%
rename from Kannur.csv
rename to Archive/Kannur.csv
diff --git a/Kasaragod.csv b/Archive/Kasaragod.csv
similarity index 100%
rename from Kasaragod.csv
rename to Archive/Kasaragod.csv
diff --git a/Kerala.csv b/Archive/Kerala.csv
similarity index 100%
rename from Kerala.csv
rename to Archive/Kerala.csv
diff --git a/Kollam.csv b/Archive/Kollam.csv
similarity index 100%
rename from Kollam.csv
rename to Archive/Kollam.csv
diff --git a/Kottayam.csv b/Archive/Kottayam.csv
similarity index 100%
rename from Kottayam.csv
rename to Archive/Kottayam.csv
diff --git a/Kozhikode.csv b/Archive/Kozhikode.csv
similarity index 100%
rename from Kozhikode.csv
rename to Archive/Kozhikode.csv
diff --git a/Malappuram.csv b/Archive/Malappuram.csv
similarity index 100%
rename from Malappuram.csv
rename to Archive/Malappuram.csv
diff --git a/Palakkad.csv b/Archive/Palakkad.csv
similarity index 100%
rename from Palakkad.csv
rename to Archive/Palakkad.csv
diff --git a/Pathanamthitta.csv b/Archive/Pathanamthitta.csv
similarity index 100%
rename from Pathanamthitta.csv
rename to Archive/Pathanamthitta.csv
diff --git a/Thiruvananthapuram.csv b/Archive/Thiruvananthapuram.csv
similarity index 100%
rename from Thiruvananthapuram.csv
rename to Archive/Thiruvananthapuram.csv
diff --git a/Thrissur.csv b/Archive/Thrissur.csv
similarity index 100%
rename from Thrissur.csv
rename to Archive/Thrissur.csv
diff --git a/Wayanad.csv b/Archive/Wayanad.csv
similarity index 100%
rename from Wayanad.csv
rename to Archive/Wayanad.csv
diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/daily_data_updater.py b/daily_data_updater.py
new file mode 100644
index 0000000..fed9c40
--- /dev/null
+++ b/daily_data_updater.py
@@ -0,0 +1,36 @@
+import pandas as pd
+import requests
+import time
+from pathlib import Path
+from collections import defaultdict
+from data_update import collect_data
+from datetime import datetime, timedelta
+today = datetime.now()
+
+days = pd.date_range(end=today, periods=4, freq='D')
+
+
+headers = {'User-Agent':"Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/119.0"}
+
+res1 = requests.get("https://api.cowin.gov.in/api/v1/reports/v2/getPublicReports?state_id=17&district_id=&date=2023-05-16",
+        headers=headers, timeout=10).json()
+
+districts = {}
+districts['kerala'] =''
+for i in res1['getBeneficiariesGroupBy']:
+    districts[i['title']] = i['id']
+
+for key, dist in districts.items():
+    
+
+    dist_data = collect_data(key, dist, days)
+
+        
+    dist_df = pd.DataFrame(dist_data)
+    dist_path = 'vaccine_data'
+    Path(dist_path).mkdir(parents=True, exist_ok=True)
+    if Path(dist_path + "/" + key + ".csv").is_file():
+        old_df = pd.read_csv(dist_path + "/" + key + ".csv")
+        merged_df = pd.concat([old_df, dist_df]).drop_duplicates()
+        merged_df.to_csv(dist_path + "/" + key + ".csv", mode='w', header=True, index=None)
+    
diff --git a/data_update.py b/data_update.py
new file mode 100644
index 0000000..b1a1bd5
--- /dev/null
+++ b/data_update.py
@@ -0,0 +1,105 @@
+import pandas as pd
+import requests
+import time
+from pathlib import Path
+from collections import defaultdict
+
+
+def collect_data(key, dist, days):
+    """
+    """
+    headers = {'User-Agent':"Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/119.0"}
+    dist_data = defaultdict(list)
+    for date in days:
+        res = requests.get(f"https://api.cowin.gov.in/api/v1/reports/v2/getPublicReports?state_id=17&district_id={dist}&date={date.strftime('%Y-%m-%d')}",headers=headers)
+        
+        if res.status_code == 200:
+            res2 = res.json()
+        elif res.status_code == 403:
+            #print(key, date.strftime('%Y-%m-%d'), res.status_code)
+            time.sleep(1)
+            res = requests.get(f"https://api.cowin.gov.in/api/v1/reports/v2/getPublicReports?state_id=17&district_id={dist}&date={date.strftime('%Y-%m-%d')}",headers=headers)
+            if res.status_code == 200:
+                res2 = res.json()
+            #print(key, date.strftime('%Y-%m-%d'), res.status_code)
+        
+        data = res2['topBlock']['vaccination']
+        
+        dist_data['date'].append(date.strftime('%Y-%m-%d'))
+        dist_data['daily'].append(data['today'])
+        dist_data['male'].append(data['male'])
+        dist_data['female'].append(data['female'])
+        dist_data['others'].append(data['others'])
+        try:
+            dist_data['Total dose 1'].append(data['tot_dose_1'])
+        except KeyError:
+            dist_data['Total dose 1'].append(0)
+        try:
+            dist_data['Total dose 2'].append(data['tot_dose_2'])
+        except KeyError:
+            dist_data['Total dose 2'].append(0)
+        
+        try:
+            dist_data['Total Precuation dose'].append(data['tot_pd'])
+        except KeyError:
+            dist_data['Total Precuation dose'].append(0)
+
+        dist_data['covishield'].append(data['covishield'])
+        dist_data['covaxin'].append(data['covaxin'])
+        try:
+            dist_data['sputnik'].append(data['sputnik'])
+        except KeyError:
+            dist_data['sputnik'].append(0)
+        try:
+            dist_data['zycov'].append(data['zycov'])
+        except KeyError:
+            dist_data['zycov'].append(0)
+        try:
+            dist_data['corbevax'].append(data['corbevax'])
+        except KeyError:
+            dist_data['corbevax'].append(0)
+        try:
+            dist_data['covovax'].append(data['covovax'])
+        except KeyError:
+            dist_data['covovax'].append(0)
+        try:
+            dist_data['gemcovacc'].append(data['gemcovacc'])        
+        except KeyError:
+            dist_data['gemcovacc'].append(0)
+        try:
+            dist_data['gemcovacc_om'].append(data['gemcovacc_om'])        
+        except KeyError:
+            dist_data['gemcovacc_om'].append(0)
+
+        dist_data['total'].append(data['total'])
+
+    return dist_data
+
+if __name__=='__main__':
+
+    headers = {'User-Agent':"Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/119.0"}
+    days = pd.date_range('2021-03-08', '2023-11-28')
+
+    res1 = requests.get("https://api.cowin.gov.in/api/v1/reports/v2/getPublicReports?state_id=17&district_id=&date=2023-05-16",
+            headers=headers, timeout=10).json()
+
+    districts = {}
+    districts['kerala'] =''
+    for i in res1['getBeneficiariesGroupBy']:
+        districts[i['title']] = i['id']
+
+    for key, dist in districts.items():
+        
+
+        dist_data = collect_data(key, dist, days)
+
+            
+        dist_df = pd.DataFrame(dist_data)
+        dist_path = 'vaccine_data'
+        Path(dist_path).mkdir(parents=True, exist_ok=True)
+        if Path(dist_path + "/" + key + ".csv").is_file():
+            dist_df.to_csv(dist_path + "/" + key + ".csv", mode='a', header=False,index=None)
+        else:
+            dist_df.to_csv(dist_path + "/" + key + ".csv", mode='w', header=True, index=None)
+        time.sleep(1)  
+
diff --git a/vaccine_data/Alappuzha.csv b/vaccine_data/Alappuzha.csv
new file mode 100644
index 0000000..0646c20
--- /dev/null
+++ b/vaccine_data/Alappuzha.csv
@@ -0,0 +1,1000 @@
+date,daily,male,female,others,Total dose 1,Total dose 2,Total Precuation dose,covishield,covaxin,sputnik,zycov,corbevax,covovax,gemcovacc,gemcovacc_om,total
+2021-03-08,7117,23462,35992,1,0,0,0,52777,6651,0,0,0,0,0,0,59455
+2021-03-09,5996,26164,39285,2,51390,14061,0,58423,7001,0,0,0,0,0,0,65451
+2021-03-10,1997,27042,40403,3,53025,14423,0,60420,7001,0,0,0,0,0,0,67448
+2021-03-11,4856,29501,42951,3,57692,14763,0,65236,7192,0,0,0,0,0,0,72455
+2021-03-12,7414,32986,46880,3,64447,15422,0,72176,7666,0,0,0,0,0,0,79869
+2021-03-13,5806,35960,49813,3,69904,15872,0,77557,8192,0,0,0,0,0,0,85776
+2021-03-14,1112,36510,50375,3,70955,15933,0,78626,8235,0,0,0,0,0,0,86888
+2021-03-15,6404,39621,53667,4,76713,16579,0,84412,8853,0,0,0,0,0,0,93292
+2021-03-16,5924,41028,54476,4,95508,17082,0,103095,9495,0,0,0,0,0,0,95508
+2021-03-17,3422,56441,68819,8,125268,17493,0,131939,10822,0,0,0,0,0,0,125268
+2021-03-18,11245,61789,74513,10,136312,17784,0,142955,11141,0,0,0,0,0,0,136312
+2021-03-19,9616,66287,79495,11,145793,18104,0,152346,11551,0,0,0,0,0,0,145793
+2021-03-20,9087,70408,84376,12,154796,18532,0,161224,12104,0,0,0,0,0,0,154796
+2021-03-21,1109,70969,85055,12,156036,18638,0,162439,12235,0,0,0,0,0,0,156036
+2021-03-22,9895,75214,90379,12,165605,19001,0,171916,12690,0,0,0,0,0,0,165605
+2021-03-23,9318,79512,95745,13,175270,19271,0,181500,13041,0,0,0,0,0,0,175270
+2021-03-24,3664,81120,97550,14,178684,19571,0,184983,13272,0,0,0,0,0,0,178684
+2021-03-25,10849,85940,103446,16,189402,19877,0,195601,13678,0,0,0,0,0,0,189402
+2021-03-26,8147,89396,107857,18,197271,20190,0,203427,14034,0,0,0,0,0,0,197271
+2021-03-27,7663,92707,112138,18,204863,20379,0,211062,14180,0,0,0,0,0,0,204863
+2021-03-28,455,92951,112379,18,205348,20386,0,211554,14180,0,0,0,0,0,0,205348
+2021-03-29,11756,97881,118890,20,216791,20741,0,222991,14541,0,0,0,0,0,0,216791
+2021-03-30,11401,102719,125378,20,228117,21183,0,234519,14781,0,0,0,0,0,0,228117
+2021-03-31,3771,104240,127415,21,231676,21478,0,238179,14975,0,0,0,0,0,0,231676
+2021-04-01,8561,107665,132302,22,239989,21818,0,246677,15130,0,0,0,0,0,0,239989
+2021-04-02,6009,110452,135969,22,246443,22289,0,253291,15441,0,0,0,0,0,0,246443
+2021-04-03,8261,113599,140910,22,254531,22839,0,261801,15569,0,0,0,0,0,0,254531
+2021-04-04,497,114711,142557,23,257291,22989,0,264699,15581,0,0,0,0,0,0,257291
+2021-04-05,8030,117618,147186,23,264827,23619,0,272535,15911,0,0,0,0,0,0,264827
+2021-04-06,200,118238,148215,23,266476,23754,0,274252,15978,0,0,0,0,0,0,266476
+2021-04-07,3710,119659,150261,24,269944,24426,0,278046,16324,0,0,0,0,0,0,269944
+2021-04-08,14197,124917,158667,24,283608,25563,0,292516,16655,0,0,0,0,0,0,283608
+2021-04-09,14261,130046,166412,25,296483,27083,0,306157,17409,0,0,0,0,0,0,296483
+2021-04-10,13072,135153,173798,27,308978,28213,0,319558,17633,0,0,0,0,0,0,308978
+2021-04-11,3882,136806,175854,27,312687,28518,0,323572,17633,0,0,0,0,0,0,312687
+2021-04-12,16731,142743,184926,28,327697,30370,0,339812,18255,0,0,0,0,0,0,327697
+2021-04-13,15645,148392,193216,35,341643,32215,0,355475,18383,0,0,0,0,0,0,341643
+2021-04-14,1655,149055,193869,35,342959,32632,0,357088,18503,0,0,0,0,0,0,342959
+2021-04-15,16262,154635,202133,37,356805,35225,0,372971,19059,0,0,0,0,0,0,356805
+2021-04-16,11460,158391,207537,39,365967,38053,0,384509,19511,0,0,0,0,0,0,365967
+2021-04-17,4862,159697,209392,40,369129,39824,0,388852,20101,0,0,0,0,0,0,369129
+2021-04-18,352,159785,209497,40,369322,39984,0,389206,20100,0,0,0,0,0,0,369322
+2021-04-19,5107,160946,211044,40,372030,42449,0,393945,20534,0,0,0,0,0,0,372030
+2021-04-20,12098,163686,214939,40,378665,48223,0,404814,22074,0,0,0,0,0,0,378665
+2021-04-21,2572,164305,215902,40,380247,49648,0,407016,22879,0,0,0,0,0,0,380247
+2021-04-22,5591,165438,217397,40,382875,52701,0,411834,23742,0,0,0,0,0,0,382875
+2021-04-23,1337,165560,217602,40,383202,53297,0,411840,24659,0,0,0,0,0,0,383202
+2021-04-24,818,165420,217446,40,382906,53801,0,412048,24659,0,0,0,0,0,0,382906
+2021-04-25,135,165451,217461,40,382952,53906,0,412199,24659,0,0,0,0,0,0,382952
+2021-04-26,13843,168197,220857,42,389096,61496,0,425594,24998,0,0,0,0,0,0,389096
+2021-04-27,12560,170874,224006,43,394923,68301,0,437951,25273,0,0,0,0,0,0,394923
+2021-04-28,5164,172038,225403,43,397484,71215,0,443108,25591,0,0,0,0,0,0,397484
+2021-04-29,12673,174764,228436,46,403246,78803,0,455891,26158,0,0,0,0,0,0,403246
+2021-04-30,15003,177653,231742,47,409442,88595,0,471574,26463,0,0,0,0,0,0,409442
+2021-05-01,874,177711,231809,47,409567,89565,0,472671,26461,0,0,0,0,0,0,409567
+2021-05-02,161,177719,231827,47,409593,89827,0,472959,26461,0,0,0,0,0,0,409593
+2021-05-03,7948,178615,232796,48,411459,96394,0,480790,27063,0,0,0,0,0,0,411459
+2021-05-04,7552,179508,233767,49,413324,102616,0,488494,27446,0,0,0,0,0,0,413324
+2021-05-05,2925,180022,234328,50,414400,104720,0,491182,27938,0,0,0,0,0,0,414400
+2021-05-06,10261,181128,235396,50,416574,113412,0,501479,28507,0,0,0,0,0,0,416574
+2021-05-07,11262,182223,236501,50,418774,123287,0,513150,28911,0,0,0,0,0,0,418774
+2021-05-08,2566,182559,236823,50,419432,125422,0,515944,28910,0,0,0,0,0,0,419432
+2021-05-09,0,182558,236823,50,419431,125422,0,515943,28910,0,0,0,0,0,0,419431
+2021-05-10,7493,183597,237869,50,421516,131378,0,522971,29923,0,0,0,0,0,0,421516
+2021-05-11,3750,184403,238631,50,423084,133785,0,525702,31167,0,0,0,0,0,0,423084
+2021-05-12,1252,184843,239006,50,423899,134252,0,526327,31824,0,0,0,0,0,0,423899
+2021-05-13,684,185121,239261,50,424432,134403,0,526423,32412,0,0,0,0,0,0,424432
+2021-05-14,6480,186195,240385,51,426631,139399,0,532599,33431,0,0,0,0,0,0,426631
+2021-05-15,8407,189993,243953,52,433998,140697,0,536824,37871,0,0,0,0,0,0,433998
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diff --git a/vaccine_data/Ernakulam.csv b/vaccine_data/Ernakulam.csv
new file mode 100644
index 0000000..64a75a2
--- /dev/null
+++ b/vaccine_data/Ernakulam.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Idukki.csv b/vaccine_data/Idukki.csv
new file mode 100644
index 0000000..a8f65a4
--- /dev/null
+++ b/vaccine_data/Idukki.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Kannur.csv b/vaccine_data/Kannur.csv
new file mode 100644
index 0000000..7492d2f
--- /dev/null
+++ b/vaccine_data/Kannur.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Kasaragod.csv b/vaccine_data/Kasaragod.csv
new file mode 100644
index 0000000..6b284cc
--- /dev/null
+++ b/vaccine_data/Kasaragod.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Kollam.csv b/vaccine_data/Kollam.csv
new file mode 100644
index 0000000..8dd5d51
--- /dev/null
+++ b/vaccine_data/Kollam.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Kottayam.csv b/vaccine_data/Kottayam.csv
new file mode 100644
index 0000000..e12bd47
--- /dev/null
+++ b/vaccine_data/Kottayam.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Kozhikode.csv b/vaccine_data/Kozhikode.csv
new file mode 100644
index 0000000..db1032f
--- /dev/null
+++ b/vaccine_data/Kozhikode.csv
@@ -0,0 +1,999 @@
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diff --git a/vaccine_data/Malappuram.csv b/vaccine_data/Malappuram.csv
new file mode 100644
index 0000000..f0e1be5
--- /dev/null
+++ b/vaccine_data/Malappuram.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Palakkad.csv b/vaccine_data/Palakkad.csv
new file mode 100644
index 0000000..bcce906
--- /dev/null
+++ b/vaccine_data/Palakkad.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Pathanamthitta.csv b/vaccine_data/Pathanamthitta.csv
new file mode 100644
index 0000000..3856635
--- /dev/null
+++ b/vaccine_data/Pathanamthitta.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Thiruvananthapuram.csv b/vaccine_data/Thiruvananthapuram.csv
new file mode 100644
index 0000000..2e52ef7
--- /dev/null
+++ b/vaccine_data/Thiruvananthapuram.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Thrissur.csv b/vaccine_data/Thrissur.csv
new file mode 100644
index 0000000..e2dc06a
--- /dev/null
+++ b/vaccine_data/Thrissur.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/Wayanad.csv b/vaccine_data/Wayanad.csv
new file mode 100644
index 0000000..e1cdf62
--- /dev/null
+++ b/vaccine_data/Wayanad.csv
@@ -0,0 +1,1000 @@
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diff --git a/vaccine_data/kerala.csv b/vaccine_data/kerala.csv
new file mode 100644
index 0000000..f400cc9
--- /dev/null
+++ b/vaccine_data/kerala.csv
@@ -0,0 +1,999 @@
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