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frankknoll
2023-06-24 23:53:57 +02:00
parent 6947124419 e75c8305dc
commit 1e0624f0a8
2 changed files with 714 additions and 3 deletions
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4
src/HowBadIsMyBatch.ipynb
View File

@@ -243,7 +243,7 @@
"vaccineDistributionByZipcode = pd.read_excel(\n",
" io = 'data/Amended-22-01962-Pfizer-2022-0426-pulled-2022-0823.xlsx',\n",
" usecols = ['PROVIDER_NAME', 'ZIPCODE_SHP', 'LOT_NUMBER', 'DOSES_SHIPPED'],\n",
" dtype = {'DOSES_SHIPPED': 'int'})\n",
" thousands = '.')\n",
"vaccineDistributionByZipcode"
]
},
@@ -363,8 +363,6 @@
"metadata": {},
"outputs": [],
"source": [
"from IOUtils import IOUtils\n",
"\n",
"IOUtils.saveDataFrameAsJson(vaccineDistributionByZipcode, '../docs/data/vaccineDistributionByZipcode/VaccineDistributionByZipcode.json')\n",
"saveLastUpdated2HtmlFile(dateProvider.getLastUpdatedDataSource(), \"../docs/VaccineDistributionByZipcode.html\")"
]

713
src/data/GoogleAnalytics/CountryByBatchcode 20230623-20230623.csv Normal file
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@@ -0,0 +1,713 @@
# ----------------------------------------
# HowBadIsMyBatch
# Batchcode By Country-Country By Clicked Batchcode
# 20230623-20230623
# ----------------------------------------
Clicked Batchcode,Country,Event count
,,5349,Grand total
#032L20A,United States,1
#EW0172,United States,1
#EW0187,United States,1
000013A,Australia,1
000029A,Germany,1
000037A,Germany,1
000088A,Netherlands,1
000110A,Germany,1
000140A,Brazil,1
000248A,Germany,1
00088A,Netherlands,1
001B212A,United States,1
002H21A,United States,1
003A21A,United States,1
003C21A,United States,1
0045A21A,United States,1
007G21A,Germany,1
007M20A,United States,1
0088B21-21A,Netherlands,1
008C21A,United States,1
009C21A,United States,1
010A21A,United States,1
011J20A,United States,1
012H21B,United States,1
012H21B-MODERNA,United States,1
013A21A,United States,1
013M20A,United States,1
015M20A,United States,1
016B21A,United States,1
016C21A,United States,1
016G21A,Italy,1
016M2OA,United States,1
01DE,Germany,1
01DE/A87004946/,Germany,1
01DE/A90001668/,Germany,1
020B12A,United States,1
0211321A,Brazil,1
021C21A,United States,1
025B21A,United States,1
025J202A,United States,1
025L204,United States,1
025L21B,United States,1
025LZ0A,United States,1
027B21A,United States,1
027C21A,United States,1
028K21A,United States,1
030C20A,United States,1
030C21A,United States,1
030G21A,Italy,1
031A21A,United States,1
031B21A,United States,1
031H21A,United States,1
031L20A,United States,1
032H21A,United States,1
032L204,United States,1
032L208,United States,1
032LZ0A,United States,1
032LZOA,United States,1
036B21A,United States,1
038A21A,United States,1
039F21A,United States,1
039K20A,United States,1
03IL20A,United States,1
041J21A,United States,1
042B21-2A,United States,1
043A21A,Germany,1
045521A,United States,1
045D21A,Canada,1
046821A,United States,1
0468B21A,United States,1
0471321A,United States,1
047B21A,United States,1
048A21A,United States,1
051D22A,United States,1
058H21A,United States,1
085D21A,Canada,1
088A21A,Netherlands,1
088B21A,Netherlands,1
088D,Netherlands,1
088D211A,Netherlands,1
088D214,Netherlands,1
088DZ1A,Netherlands,1
088DZIA,Netherlands,1
092D21A,Canada,1
1111-20-EW0172,United States,1
1119349007,Germany,1
1234,Germany,1
1822809,United States,1
1C006A,Germany,1
1C009A,United Kingdom,1
1D012A,Netherlands,1
1D013A,Germany,1
1D014A,Poland,1
1DO12A,Germany,1
1DO15A,Germany,1
1E024A,Germany,1
1E028A,Germany,1
1F030A,France,1
1F038A,France,1
1F039A,France,1
1F1004A,Czechia,1
1F1006A,Czechia,1
1F1007A,Poland,1
1F1008A,Germany,1
1F1013A,Germany,1
1F1021A,Czechia,1
1F1021A,Indonesia,1
1F1022A,Czechia,1
1F1023A,Czechia,1
1F1027A,Czechia,1
1F1030A,Australia,1
1F1050A,Germany,1
1H048A,United Kingdom,1
1H050A-CDC,Germany,1
1H055A,Germany,1
201A21A,United States,1
202105B1034,Argentina,1
202A21A,United States,1
203A21A,United States,1
20621A,Argentina,1
210074,Spain,1
214002,Spain,1
214015,Germany,1
21C14-04,Spain,1
28230BD,Brazil,1
2A088A,Netherlands,1
300042698,Germany,1
30011TB,Germany,1
3001945,Germany,1
3002179,Canada,1
3002186,Switzerland,1
3002332,Caribbean Netherlands,1
3002335,Caribbean Netherlands,1
30025TB,Germany,1
3002912,Switzerland,1
3002917,Caribbean Netherlands,1
3003609,Germany,1
3004234,United States,1
3005291,Germany,1
3005687,Italy,1
3005690,Germany,1
3005695,Spain,1
3005837,Switzerland,1
3005884,Italy,1
30891TB,Germany,1
31043TB,Germany,1
31045BD,Germany,1
31045BD,Panama,1
31130BA,Brazil,1
31130BA,Panama,1
331308A,Puerto Rico,1
34396TB,Germany,1
34523TB,Germany,1
41202003,United Kingdom,1
4301MF009,Germany,1
8734,United States,1
939893,United States,1
AB0003,United Kingdom,1
AB0009,United Kingdom,1
ABV3374,United Kingdom,1
ABV4048,Indonesia,1
ABV8149,Spain,1
ABW4330,Germany,1
ABW4805,Austria,1
ABY9244,Netherlands,1
ABZ5320,Germany,1
ACB4692,Germany,1
ACB5317,Germany,1
ACC1336,Germany,1
AR92368,Germany,1
B1D014A,Germany,1
B1F1024A,Czechia,1
CA1009,United Kingdom,1
CH-B:SCTD6,Germany,1
CH.-B.: EX3510,Germany,1
CH.-B.: FC8889,Germany,1
CH.-B.:1F1024A,Czechia,1
CH.-B.:1F1024A,Germany,1
CH.-B.:31043TB,Germany,1
CH.-B.:ACB4694,Germany,1
CH.-B.:ET3674,Germany,1
CH.-B.:FD7958,Indonesia,1
CH.-B.:FE6975,Brazil,1
CH.-B.:FE6975,Germany,1
CH.-B: FF0900,Indonesia,1
CH.B EX3510,Germany,1
"DOS 1:ABW0003,",Netherlands,1
EE8492,United Kingdom,1
EI9264,Puerto Rico,1
EJ6134,Switzerland,1
EJ6136,Poland,1
EJ6163,Germany,1
EJ6790,Austria,1
EJ6790,United Kingdom,1
EJ6795,Germany,1
EJ6796,Austria,1
EJ6797,Austria,1
EK5730,United States,1
EK9231,Germany,1
EL0725,Germany,1
EL1484,Germany,1
EL2346,United States,1
EL3246,United States,1
EL3249,United States,1
EL8723,Germany,1
EL8982,United States,1
EL9264,Puerto Rico,1
EL9267,United States,1
EM 0477,Germany,1
EN1185,United Kingdom,1
EN1194,Chile,1
EN1201,France,1
EN6021,Germany,1
EN6198,Germany,1
EN6200,United States,1
EN6201,United States,1
EN6202,United States,1
EN6207,United States,1
EN7533,Argentina,1
EP2166,Germany,1
EP6775,Chile,1
EP6955,United States,1
ER2613,United States,1
ER2659,Germany,1
ER7449,Switzerland,1
ER7812,Germany,1
ER8727,United States,1
ER8730,United States,1
ER8731,United States,1
ER8732,United States,1
ER8735,United States,1
ER8737,United States,1
ER9449,Germany,1
ER9470,Germany,1
ET 3045,Germany,1
ET1831,Austria,1
ET1831,Germany,1
ET3045,Netherlands,1
ET3046,Germany,1
ET3620,Germany,1
ET3674,Germany,1
ET6924,Germany,1
ET6924,Mexico,1
ET7205,Germany,1
ET7534,Germany,1
ET8885,United States,1
EU/1/20/1528,France,1
EW0151,United States,1
EW0154,United States,1
EW0158,United States,1
EW0162,United States,1
EW0173,United States,1
EW0175,Germany,1
EW0176,United States,1
EW0177,Germany,1
EW0181,United States,1
EW0182,United States,1
EW0183,United States,1
EW0184,United States,1
EW0191,United States,1
EW0317,United States,1
EW1076,Argentina,1
EW2143,United States,1
EW2239,Germany,1
EW2246,Germany,1
EW4109,United Kingdom,1
EW4815,Germany,1
EW4815/31-07-20,Romania,1
EW5279,Germany,1
EW6326,Germany,1
EW9127,Croatia,1
EW9127,Germany,1
EX2405,Brazil,1
EX3599,Netherlands,1
EX6537,Germany,1
EX6537,Sweden,1
EX7823,Switzerland,1
EX8679,Spain,1
EY0578,Canada,1
EY2172,Germany,1
F07218,Dominican Republic,1
F58760,Germany,1
FA 4598,Finland,1
FA4598,Czechia,1
FA4598,Finland,1
FA4598,Spain,1
FA4632,Germany,1
FA5715,Germany,1
FA5833,Sweden,1
FA5933,Germany,1
FA6840,Argentina,1
FA7484,United States,1
FA7485,Australia,1
FA7842,Germany,1
FA8016,Germany,1
FA8721,Canada,1
FA9093,Israel,1
FA9093,Poland,1
FA9094,Canada,1
FA9099,Canada,1
FC0681,Germany,1
FC1435,Germany,1
FC2473,Austria,1
FC3081,Germany,1
FC3095,Netherlands,1
FC3098,Germany,1
FC3098,Italy,1
FC5435,Poland,1
FC8736,Croatia,1
FC8889,Netherlands,1
FD0350,Switzerland,1
FD0809,United States,1
FD1921,Germany,1
FD4342,Portugal,1
FD4555,Germany,1
FD4555,United States,1
FD5613,United States,1
FD6208,Germany,1
FD6840,Germany,1
FD7218,United States,1
FD8840,United States,1
FD8848,United States,1
FD9309,Germany,1
FD9309,Portugal,1
FE 6975,Netherlands,1
FE1248,Czechia,1
FE1573,Netherlands,1
FE2625,Germany,1
FE3065,Germany,1
FE4721,Germany,1
FE4728,Germany,1
FE6208,Argentina,1
FE6208,Austria,1
FE6208,Germany,1
FE6208,United States,1
FE6975,Brazil,1
FE6975,Netherlands,1
FE7011,Germany,1
FE7053,France,1
FE8235,Germany,1
FE8405,Indonesia,1
FE9174,Brazil,1
FF 3318,Finland,1
FF0680,Germany,1
FF2589,United States,1
FF2752,Spain,1
FF2832,Germany,1
FF2832,Switzerland,1
FF2834,Germany,1
FF3318,Germany,1
FF8847,Germany,1
FG3712,Australia,1
FG3739,Germany,1
FG4442,Australia,1
FG4442,Germany,1
FG4442,Portugal,1
FG4509,Australia,1
FG4509,Austria,1
FG6272,Malaysia,1
FG7898,Germany,1
FH0161,Germany,1
FH2528,Malaysia,1
FH3219,Germany,1
FH3219,Switzerland,1
FH8020,United States,1
FH8469,Germany,1
FH8773,Malaysia,1
FH9678,Germany,1
FJ1612,Australia,1
FJ1614,United States,1
FJ4989,United States,1
FJ5683,United States,1
FJ5973,Australia,1
FJ8372,New Zealand,1
FK6304,Austria,1
FK9414,New Zealand,1
FK9894,United States,1
FL3197,United States,1
FL3202,Colombia,1
FL3205,Colombia,1
FL5324,United States,1
FL8094,United States,1
FM2963,Chile,1
FM2967,Brazil,1
FM2967,Chile,1
FM4289,Spain,1
FM7380,Canada,1
FM8028,United States,1
FM9088,Germany,1
FM9281,Malaysia,1
FM9992-PFIZER-2,United States,1
FN3731,Germany,1
FN3758,Switzerland,1
FN4072,Germany,1
FN5254,United Kingdom,1
FN5519,Germany,1
FN6618,Spain,1
FP7138,United States,1
FP8545,Italy,1
FP8545,Spain,1
FT0366,Chile,1
GD6798,Germany,1
GE8297,Switzerland,1
GH9702,United States,1
GH9715,Germany,1
GH9852,Germany,1
GJ2542,Germany,1
GJ2544,Germany,1
GJ2546,Poland,1
GJ3268,Japan,1
GK0924,Canada,1
GK1328,United States,1
JANSSEN206A21A,United States,1
JO7BX03,Finland,1
LOT 000088A,Netherlands,1
LOT 3005291,Germany,1
LOT 3005690,Indonesia,1
LOT ABV3374,Germany,1
LOT ABW9941,Spain,1
LOT000140A,Brazil,1
LOT000140A,Germany,1
LOT216044,Germany,1
LOT3001944,Germany,1
LOT3002332,United Kingdom,1
LOT3003183,Germany,1
LOT3003606,Austria,1
LOT3003651,United Kingdom,1
LOT3005291,Germany,1
LOT: XD974,Netherlands,1
LOT: XE393,Netherlands,1
MODERNA,Italy,1
MODERNA 039A21A,Switzerland,1
MODERNA COVID19,Switzerland,1
P-FH3219,Switzerland,1
PCA 0021,France,1
PCA0002,Germany,1
PCA0003,France,1
PCA0003,Germany,1
PCA0006,Germany,1
PFIZER,Switzerland,1
PFIZER,United States,1
PFIZER EL3248,United States,1
PFIZER EL9269,United States,1
PFIZER EN6202,United States,1
PFIZER EN6203,United States,1
PFIZER EN6207,United States,1
PFIZER EP7534,United States,1
PFIZER ER8729,United States,1
PFIZER ER8730,United States,1
PFIZER ER8737,United States,1
PFIZER FA7485,United States,1
PFIZER FD8448,United States,1
PFIZEREH9899,United States,1
PFIZEREW0151,United States,1
PV46662,United Kingdom,1
PV46676,United Kingdom,1
PV46688,United Kingdom,1
PV46689,United Kingdom,1
PV46691,United Kingdom,1
PV46696,United Kingdom,1
PV46700,United Kingdom,1
PW40009,United Kingdom,1
PW40010,United Kingdom,1
PW40041,United Kingdom,1
PW40167,United Kingdom,1
SCKX 7,Germany,1
SCRM8,Germany,1
SCTJ2,Germany,1
SCVC6,Germany,1
SCVW7,Germany,1
SCWF3,Germany,1
SDCN1,Germany,1
SDCN1,Poland,1
SDEW9,Germany,1
SDHP9,Germany,1
XE389,Germany,1
XE395,Germany,1
(not set),Tanzania,2
00002A,Australia,2
000031A,Australia,2
002A21A,United States,2
012720A,Germany,2
014B22A,United States,2
020J21A,Canada,2
025L20-2A,United States,2
027L2OA,United States,2
029L20A,United States,2
030B21A,United States,2
030B21A ,United States,2
040C21A,United States,2
042A21A,United States,2
042G21A,Germany,2
043H22A,United States,2
044D21A,Canada,2
062E21A,United States,2
088D21A,Netherlands,2
1822811,United States,2
1D012A,Austria,2
1D016A,Germany,2
1DO17A,Germany,2
1E021A,Germany,2
1E026A,Germany,2
1E029A,Germany,2
1F036A,Germany,2
1F1006A,Austria,2
1F1022A,Germany,2
1F1023A,Germany,2
1F1024A,Germany,2
1H048A,Germany,2
1H049A,Germany,2
212C21A,Philippines,2
214010,Spain,2
216001,Spain,2
300042721,Germany,2
3002183,Germany,2
3004217,Germany,2
3006274,Switzerland,2
30145BA,United States,2
939904,United States,2
ABV3374,Germany,2
ABV4048,Germany,2
ACB4447,Germany,2
ACB5318,Germany,2
ACC0681,Germany,2
AS7642B,United States,2
CH.-B.: EX8680,Germany,2
CH.-B.:FC3095,Germany,2
CH.-B.:FE6975,Austria,2
EJ6134,Germany,2
EJ6136,Germany,2
EJ6790,Germany,2
EJ6795,Poland,2
EN5318,United States,2
EN6201,Germany,2
EN6204,United States,2
EP2163,Germany,2
ER1749,United Kingdom,2
ET9096,New Zealand,2
EW 0161,Mexico,2
EW0152,United States,2
EW0153,United States,2
EW0164,United States,2
EW0174,United States,2
EW0180,United States,2
EW0185,United States,2
EW0186,United States,2
EW0193,Canada,2
EW0195,Brazil,2
EW0221,Canada,2
EW4815,Romania,2
EX0904,Canada,2
EX2405,New Zealand,2
EX3510,Germany,2
FA6780,United States,2
FA7478,Brazil,2
FA9093,Canada,2
FC2495,Mexico,2
FD 7958,Germany,2
FD1921,Austria,2
FD6840,Argentina,2
FD7210,Brazil,2
FD7222,Brazil,2
FD8448,United States,2
FE6208,Spain,2
FE6975,Germany,2
FE8235,Netherlands,2
FE8405,Germany,2
FF2382,Germany,2
FF2595,Canada,2
FF8288,United Kingdom,2
FG4442,Spain,2
FG7387,Italy,2
FG7911,Poland,2
FH8027,United States,2
FK9712,United Kingdom,2
FL4210,Poland,2
FN5496,Poland,2
FP1972,Germany,2
GJ9254,United Kingdom,2
PCA0004,Germany,2
PFIZER EN6208,United States,2
PFIZER EW0150,United States,2
PFIZER EW0172,United States,2
PFIZER EW0173,United States,2
PFIZER EW0191,United States,2
PV46673,United Kingdom,2
SCJU6,Germany,2
SCTD6,Germany,2
SCTN4,Germany,2
(not set),Costa Rica,3
(not set),Ecuador,3
(not set),Taiwan,3
041B21A,United States,3
084J21A,United States,3
1F030A,Germany,3
ACB3738,Germany,3
CH.-B. FD9234,Germany,3
CH.B.:EX3599,Germany,3
EJ6789,Germany,3
EJ6796,Germany,3
EK9788,Germany,3
EN7534,Argentina,3
EP9598,Germany,3
ER8734,United States,3
ER8736,United States,3
EW0187,United States,3
EX7823,Germany,3
FA9093,United Kingdom,3
FD7206,Canada,3
FD9234,Germany,3
FF0900,Germany,3
FG3739,France,3
FG9019,Germany,3
FH4751,Brazil,3
FP7135,United States,3
LOT 3004500,Germany,3
XD985,Germany,3
(not set),Bolivia,4
(not set),Caribbean Netherlands,4
(not set),Croatia,4
(not set),Georgia,4
(not set),Honduras,4
(not set),Macao,4
(not set),Oman,4
(not set),Panama,4
(not set),Russia,4
001B21A,United States,4
1D020A,Germany,4
1F1010A,Germany,4
1F1021A,Germany,4
3001944,Germany,4
CH.-B.: 1F1023A,Germany,4
EJ6797,Germany,4
ER9480,Germany,4
EW8904,Germany,4
EX3599,Germany,4
EX8680,Germany,4
FA5833,Germany,4
FD7204,Canada,4
FD7958,Germany,4
FE7051,Austria,4
PFIZER ER8734,United States,4
SCUL2,Germany,4
SDEJ8,Germany,4
(not set),China,5
(not set),Greece,5
(not set),Hungary,5
(not set),Israel,5
(not set),Thailand,5
(not set),Türkiye,5
025L20A,United States,5
1C009A,Germany,5
1D014A,Germany,5
EW0170,United States,5
EW0172,United States,5
FA9093,United States,5
SCVK4,Germany,5
SCVY8,Germany,5
032L20A,United States,6
CH.-B.:FD7958,Germany,6
SCVT5,Germany,6
EM0477,Germany,7
EW0150,United States,7
FC3095,Germany,7
SCKX7,Germany,7
(not set),Kuwait,8
(not set),Nepal,8
1F1027A,Germany,8
(not set),Venezuela,9
(not set),Dominican Republic,10
ET3045,Germany,10
(not set),Peru,11
(not set),Malaysia,12
(not set),Portugal,12
(not set),Uruguay,13
(not set),Indonesia,14
(not set),Colombia,15
(not set),Sweden,15
(not set),Belgium,17
(not set),Singapore,17
(not set),Norway,18
EX8679,Germany,18
(not set),Finland,22
(not set),Czechia,24
(not set),New Zealand,24
(not set),Philippines,26
(not set),Romania,27
(not set),Chile,31
(not set),Mexico,48
(not set),Switzerland,50
(not set),Brazil,55
(not set),Australia,68
(not set),Argentina,75
(not set),Austria,85
(not set),Netherlands,97
(not set),Poland,98
(not set),France,111
(not set),Japan,118
(not set),Italy,123
(not set),Canada,149
(not set),United Kingdom,185
(not set),Spain,212
(not set),United States,837
(not set),Germany,1660
1 # ----------------------------------------
2 # HowBadIsMyBatch
3 # Batchcode By Country-Country By Clicked Batchcode
4 # 20230623-20230623
5 # ----------------------------------------
6 Clicked Batchcode Country Event count
7 5349 Grand total
8 #032L20A United States 1
9 #EW0172 United States 1
10 #EW0187 United States 1
11 000013A Australia 1
12 000029A Germany 1
13 000037A Germany 1
14 000088A Netherlands 1
15 000110A Germany 1
16 000140A Brazil 1
17 000248A Germany 1
18 00088A Netherlands 1
19 001B212A United States 1
20 002H21A United States 1
21 003A21A United States 1
22 003C21A United States 1
23 0045A21A United States 1
24 007G21A Germany 1
25 007M20A United States 1
26 0088B21-21A Netherlands 1
27 008C21A United States 1
28 009C21A United States 1
29 010A21A United States 1
30 011J20A United States 1
31 012H21B United States 1
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